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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neuroeng.</journal-id>
<journal-title>Frontiers in Neuroengineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neuroeng.</abbrev-journal-title>
<issn pub-type="epub">1662-6443</issn>
<publisher>
<publisher-name>Frontiers Research Foundation</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneng.2012.00008</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>PEDOT&#x02013;CNT Composite Microelectrodes for Recording and Electrostimulation Applications: Fabrication, Morphology, and Electrical Properties</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gerwig</surname> <given-names>Ramona</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001">&#x0002A;</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Fuchsberger</surname> <given-names>Kai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Schroeppel</surname> <given-names>Birgit</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Link</surname> <given-names>Gordon Steve</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Heusel</surname> <given-names>Gerhard</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kraushaar</surname> <given-names>Udo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Schuhmann</surname> <given-names>Wolfgang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Stett</surname> <given-names>Alfred</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Stelzle</surname> <given-names>Martin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Natural and Medical Sciences Institute</institution> <country>Reutlingen, Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Ruhr Universit&#x000E4;t Bochum</institution> <country>Bochum, Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Michele Giugliano, University of Antwerpen, Belgium</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Arti Ahluwalia, University of Pisa, Italy; Laura Ballerini, University of Trieste, Italy</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Ramona Gerwig, Natural and Medical Sciences Institute, Markwiesenstrasse 55, 72770 Reutlingen, Germany. e-mail: <email>ramona.gerwig&#x00040;nmi.de</email></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>05</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="collection">
<year>2012</year>
</pub-date>
<volume>5</volume>
<elocation-id>8</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>03</month>
<year>2012</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>04</month>
<year>2012</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2012 Gerwig, Fuchsberger, Schroeppel, Link, Heusel, Kraushaar, Schuhmann, Stett and Stelzle.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access" xlink:href="http://www.frontiersin.org/licenseagreement"><p>This is an open-access article distributed under the terms of the <uri xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">Creative Commons Attribution Non Commercial License</uri>, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.</p></license>
</permissions>
<abstract>
<p>Composites of carbon nanotubes and poly(3,4-ethylenedioxythiophene, PEDOT) and layers of PEDOT are deposited onto microelectrodes by electropolymerization of ethylenedioxythiophene in the presence of a suspension of carbon nanotubes and polystyrene sulfonate. Analysis by FIB and SEM demonstrates that CNT&#x02013;PEDOT composites exhibit a porous morphology whereas PEDOT layers are more compact. Accordingly, capacitance and charge injection capacity of the composite material exceed those of pure PEDOT layers. <italic>In vitro</italic> cell culture experiments reveal excellent biocompatibility and adhesion of both PEDOT and PEDOT&#x02013;CNT electrodes. Signals recorded from heart muscle cells demonstrate the high S/N ratio achievable with these electrodes. Long-term pulsing experiments confirm stability of charge injection capacity. In conclusion, a robust fabrication procedure for composite PEDOT&#x02013;CNT electrodes is demonstrated and results show that these electrodes are well suited for stimulation and recording in cardiac and neurophysiological research.</p>
</abstract>
<kwd-group>
<kwd>carbon nanotubes</kwd>
<kwd>PEDOT</kwd>
<kwd>electrodeposition</kwd>
<kwd>microelectrode array</kwd>
<kwd>neuronal recording</kwd>
<kwd>stimulation</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="2"/>
<ref-count count="63"/>
<page-count count="11"/>
<word-count count="7412"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction">
<title>Introduction</title>
<p>Electrical recording of neuronal signals using microelectrode arrays (MEAs) represents an important experimental approach toward a better understanding of function as well as disorders of the central nervous system (Stett et al., <xref ref-type="bibr" rid="B55">2003</xref>; Wise et al., <xref ref-type="bibr" rid="B61">2004</xref>; Cogan, <xref ref-type="bibr" rid="B15">2008</xref>; Johnson et al., <xref ref-type="bibr" rid="B32">2008</xref>). MEAs are used as cell culture dishes in order to record <italic>in vitro</italic> from networks of primary neuronal cells or from slices of neuronal tissue. Also, MEAs either implanted or temporarily affixed to the brain cortex are used to record from intact neuronal tissue <italic>in vivo</italic>. In addition, the use of MEAs for electrostimulation and the excitation of related responses have been demonstrated in retinal and motor prostheses as well as with brain-computer-interfaces (BCI; Stett et al., <xref ref-type="bibr" rid="B54">2000</xref>, <xref ref-type="bibr" rid="B55">2003</xref>; Schwartz et al., <xref ref-type="bibr" rid="B52">2006</xref>; Kipke et al., <xref ref-type="bibr" rid="B34">2008</xref>; Moritz et al., <xref ref-type="bibr" rid="B42">2008</xref>). In all of these applications MEAs provide for multiple, simultaneously addressable sites for recording and/or stimulation. In order to further increase spatial resolution of such arrays the electrode size would have to shrink. However, a decrease of electrode area results in low capacitance and high impedance of the electrode/tissue interface. This inevitably leads to a low signal-to-noise ratio and low charge injection limit, in effect posing a lower limit for the electrode size. In principle, the specific capacitance of an electrode may be greatly enhanced by introducing micro- or nanoporosity into the electrode material thus compensating for a reduction of geometric electrode area. For metallic thin film electrodes consisting of TiN or Ir such porosity could be introduced by dedicated deposition procedures (Janders et al., <xref ref-type="bibr" rid="B31">1997</xref>). However, particularly for <italic>in vivo</italic> applications additional requirements such as biocompatibility, non-toxicity, and long-term biostability must be fulfilled. Also, metallic electrodes are often not the best choice for electrochemical sensors. In comparison, carbon electrodes exhibit a wider potential window and superior selectivity toward neurotransmitter detection (Heien et al., <xref ref-type="bibr" rid="B26">2004</xref>; Ali et al., <xref ref-type="bibr" rid="B4">2008</xref>; McCreery, <xref ref-type="bibr" rid="B41">2008</xref>; Pasquarelli et al., <xref ref-type="bibr" rid="B47">2009</xref>). Hence, there is a demand both for new materials as well as technologies to fabricate microelectrodes thereof that will be useful for recording, stimulation, and sensing.</p>
<p>In the past decades, conducting polymers have been the focus of extensive studies (Schuhmann, <xref ref-type="bibr" rid="B51">1995</xref>; Adeloju and Wallace, <xref ref-type="bibr" rid="B3">1996</xref>; Vernitskaya and Efimov, <xref ref-type="bibr" rid="B58">1997</xref>; Heeger, <xref ref-type="bibr" rid="B25">2001</xref>; Malinauskas, <xref ref-type="bibr" rid="B39">2001</xref>; Cosnier, <xref ref-type="bibr" rid="B16">2003</xref>; Palacin et al., <xref ref-type="bibr" rid="B45">2004</xref>; Bobacka, <xref ref-type="bibr" rid="B10">2006</xref>; Nikolou and Malliaras, <xref ref-type="bibr" rid="B43">2007</xref>; Richardson-Burns et al., <xref ref-type="bibr" rid="B50">2007b</xref>; Lange et al., <xref ref-type="bibr" rid="B35">2008</xref>). Their excellent electronic and ionic conductivity providing for low impedance and high capacitance (Skotheim, <xref ref-type="bibr" rid="B53">1998</xref>; Green et al., <xref ref-type="bibr" rid="B23">2008</xref>; Inzelt, <xref ref-type="bibr" rid="B30">2008</xref>; Ludwig et al., <xref ref-type="bibr" rid="B37">2011</xref>), the ease of fabrication by electropolymerization (Skotheim, <xref ref-type="bibr" rid="B53">1998</xref>; Inzelt, <xref ref-type="bibr" rid="B30">2008</xref>), their suitability for the construction of sensors (Schuhmann, <xref ref-type="bibr" rid="B51">1995</xref>; Bobacka et al., <xref ref-type="bibr" rid="B11">2003</xref>; Cosnier, <xref ref-type="bibr" rid="B16">2003</xref>; Bobacka, <xref ref-type="bibr" rid="B10">2006</xref>; Bai and Shi, <xref ref-type="bibr" rid="B7">2007</xref>; Lange et al., <xref ref-type="bibr" rid="B35">2008</xref>; Ates and Sarac, <xref ref-type="bibr" rid="B6">2009</xref>) as well as of devices for neuronal stimulation and recording (Richardson-Burns et al., <xref ref-type="bibr" rid="B49">2007a</xref>,<xref ref-type="bibr" rid="B50">b</xref>; Abidian et al., <xref ref-type="bibr" rid="B2">2009</xref>, <xref ref-type="bibr" rid="B1">2010</xref>; Wilks et al., <xref ref-type="bibr" rid="B60">2009</xref>; Egeland et al., <xref ref-type="bibr" rid="B18">2010</xref>) along with excellent biostability and biocompatibility in principle suggest conducting polymers as useful electrode materials for various uses in neurobiological research.</p>
<p>On the other hand, while earlier reports show that PEDOT electrodes outperform state-of-the-art metal electrodes with respect to electric properties, their low mechanical stability remains an unresolved problem. Both the tenacity of the polymer itself as well as its adhesion to the underlying substrate are reported to be weak while nonetheless representing indispensable prerequisites for any practical application. Attempts to enhance rigidity of the electrode material by codeposition of single wall carbon nanotubes (SWCNT) with another polymer, polypyrrole (PPy), have been reported with some success yet it was also stated that: &#x0201C;&#x02026;mechanical stability and adhesion of the PPy/SWCNT films to the substrate may need to be further improved in comparison to iridium oxide electrodes.&#x0201D; (Lu et al., <xref ref-type="bibr" rid="B36">2010</xref>).</p>
<p>Layers of CNTs also have been studied as substrates for neurons and shown to enhance viability and spiking activity indicating favorable biocompatibility properties of CNTs (Mazzatenta et al., <xref ref-type="bibr" rid="B40">2007</xref>; Cellot et al., <xref ref-type="bibr" rid="B14">2009</xref>). In addition, carbon electrodes exhibit superior properties in electrochemical sensing of neurotransmitters (Zhang et al., <xref ref-type="bibr" rid="B63">1996</xref>; Heien et al., <xref ref-type="bibr" rid="B26">2004</xref>; Ali et al., <xref ref-type="bibr" rid="B4">2008</xref>; Pasquarelli et al., <xref ref-type="bibr" rid="B47">2009</xref>; Fuchsberger et al., <xref ref-type="bibr" rid="B20">2011</xref>; Zachek, <xref ref-type="bibr" rid="B62">2011</xref>).</p>
<p>These results suggest PEDOT&#x02013;CNT composites as a most interesting electrode material for applications in neuroprostheses and neurophysiology research (Wang et al., <xref ref-type="bibr" rid="B59">2006</xref>; Peng et al., <xref ref-type="bibr" rid="B48">2007</xref>; Bhandari et al., <xref ref-type="bibr" rid="B9">2009</xref>). Recent work from Luo et al. (<xref ref-type="bibr" rid="B38">2011</xref>) shows a proof of concept and supports our hypothesis that a composite from PEDOT and CNT may yield stable microelectrodes. In contrast, this paper aims at (i) statistically consolidating the electrochemical data, (ii) comparing PEDOT&#x02013;CNT to state-of-the-art microelectrodes as well as to pure PEDOT, and (iii) in particular emphasizing the suitability in applications by not only showing biocompatibility of the material itself but also functional recording from cells <italic>in vitro</italic>.</p>
<p>The electrochemical synthesis of PEDOT is performed in aqueous solution. In order to codeposit CNTs with PEDOT, CNTs have to be suspended in water. Since non-functionalized CNTs are insoluble in water, various methods have been applied to enhance solubility by attaching charged moieties either through covalent bonds or physisorption via extended &#x003C0;-electron systems (Holzinger et al., <xref ref-type="bibr" rid="B29">2001</xref>; Georgakilas et al., <xref ref-type="bibr" rid="B22">2002</xref>; Hirsch, <xref ref-type="bibr" rid="B28">2002</xref>; Sun et al., <xref ref-type="bibr" rid="B56">2002</xref>).</p>
<p>The aims of this study are (i) to combine the two promising materials, PEDOT and CNTs, (ii) to provide for a reproducible and robust method to deposit composites thereof onto MEAs, and (iii) to characterize adhesion, electrochemical, and biological properties and show the suitability for application.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and Methods</title>
<p>Custom made MEAs with 59 gold electrodes of 30&#x02009;&#x003BC;m diameter on float glass substrate with Si<sub>3</sub>N<sub>4</sub> insulator were purchased from NMI-TT GmbH. Standard MEAs with TiN electrodes of 30&#x02009;&#x003BC;m diameter from Multi Channel Systems MCS GmbH were used as state-of-the-art reference. For electropolymerization and all other electrochemical techniques, a multichannel potentiostat/galvanostat with low-current modules (VMP, Bio-Logic SAS) was utilized with a three electrode cell: the microelectrodes of the MEA were connected as working electrodes, a platinum mesh served as counter electrode and the reference electrode was a home-made pseudoreference electrode from a chlorinated Ag wire. Its potential is defined over the chloride concentration in the electrolyte.</p>
<sec>
<title>Fabrication of PEDOT&#x02013;CNT microelectrodes</title>
<p>Microelectrode arrays were exposed to air plasma (Harrick Plasma cleaner, <italic>P</italic>&#x02009;&#x0003D;&#x02009;100&#x02009;W, <italic>t</italic>&#x02009;&#x0003D;&#x02009;5&#x02009;min), rinsed with water and dried in nitrogen flow. In order to provide for a reproducibly clean surface, gold electrodes were electrochemically pretreated by cycling in 0.5&#x02009;mol&#x02009;L<sup>&#x02212;1</sup> deoxygenized sulfuric acid for at least 30 cycles (0.4&#x02013;1.4&#x02009;V, &#x003BD;&#x02009;&#x0003D;&#x02009;0.1&#x02009;V&#x02009;s<sup>&#x02212;1</sup>). Electropolymerization was carried out in an aqueous suspension containing 1% poly(sodium-<italic>p</italic>-styrenesulfonate; PSS, <italic>M</italic><sub>w</sub>&#x02009;&#x02248;&#x02009;70,000&#x02009;g&#x02009;mol<sup>&#x02212;1</sup>) and 0.02&#x02009;mol&#x02009;L<sup>&#x02212;1</sup> ethylenediethoxythiophene (EDOT) for the pure PEDOT coating and additionally CNT (P<sub>2</sub>-SWNT, Carbon Solutions, Inc.) for the PEDOT&#x02013;CNT coating. According to the manufacturer&#x02019;s specifications CNT preparations contain 4&#x02013;8% metal impurities. As cultures of cardiomyocytes were shown to be viable and functional over at least 10&#x02009;days (see <xref ref-type="sec" rid="s1">Results</xref>) there appears to be no adverse biological effects thereof indicating no or negligible leakage from PEDOT&#x02013;CNT preparation. In addition, this procedure could certainly also be performed with purified preparations of CNT.</p>
<p>The CNT (0.3 wt%) were suspended in the aqueous solution of PSS for several hours using an ultrasonic horn to receive a stable and homogeneous suspension. After centrifugation at 10,000&#x02009;rpm for 1&#x02009;h and filtering (Selecta Nr. 589<sup>5</sup>, pore size: 2&#x02013;4&#x02009;&#x003BC;m), the CNT suspension was ready for use. UV&#x02013;Vis spectroscopy (Perkin-Elmer Lambda 9) was used to qualitatively analyze the CNT content. To begin the electropolymerization, the current was ramped at 1&#x02009;nA&#x02009;s<sup>&#x02212;1</sup> to a final current density of 2.1&#x02009;mA&#x02009;cm<sup>&#x02212;2</sup> followed by a galvanostatic period of variable time, depending on the desired film thickness. Before and after each deposition, an impedance spectrum was recorded (100,000&#x02009;kHz to 1&#x02009;Hz at open circuit potential) to monitor the status of the electrode. To finish, MEAs were rinsed with water and dried in nitrogen flow.</p>
</sec>
<sec>
<title>Electrochemical characterization</title>
<p>All electrochemical data was compared to state-of-the-art TiN microelectrodes. Every microelectrode was characterized in deoxygenized phosphate buffered saline by impedance spectroscopy (300,000&#x02009;kHz to 1&#x02009;Hz at open circuit potential) and cyclic voltammetry (CV; &#x02212;0.3 to 0.3&#x02009;V, &#x003BD;&#x02009;&#x0003D;&#x02009;0.1&#x02009;V&#x02009;s<sup>&#x02212;1</sup>). Fitting of impedance spectra was carried out using the software EC-Lab (Version 10.19) by Bio-Logic. Charge transfer was measured by biphasic anodic first voltage pulses with a frequency of 1&#x02009;kHz and amplitudes of 200, 500, and 700&#x02009;mV. Current traces were recorded and integrated to calculate the charge transferred during one-half phase. Electrodes were characterized optically by light microscopy.</p>
</sec>
<sec>
<title>Surface analytics and adhesion testing</title>
<p>The coatings were analyzed with an optical microscope (Olympus BX51, Camera: Color View 1) and with scanning electron microscopy. Scanning electron microscopy was carried out on a Crossbeam Auriga 40 (Zeiss) using the SEM (scanning electron microscope) for surface analysis and imaging of the cross sections prepared by FIB (focused ion beam). Film thickness was measured using a profilometer (Dektak 3030ST). Adhesion was analyzed by the tape adhesion test [Cross-cut test ISO 2409:2007(E)]. Electrodes were characterized optically and electrochemically before and after tape adhesion testing. Also, microelectrode underwent extensive rinsing with different solvents (deionized water, ethanol, isopropanol, acetone) and autoclaving (121&#x000B0;C, 20&#x02009;min) to examine stability.</p>
</sec>
<sec>
<title><italic>In vitro</italic> testing</title>
<p>Primary chicken embryonic cardiomyocytes were cultured on PEDOT and PEDOT&#x02013;CNT coated as well as reference MEAs for up to 10&#x02009;days. Substrates were autoclaved and coated with nitrocellulose. The medium was changed every 2&#x02013;3&#x02009;days. Recordings were performed using amplifiers (MEA1060-USB, 1200&#x000D7; and MEA1060-BC, 1100&#x000D7;, Multi Channel Systems).</p>
</sec>
</sec>
<sec id="s1">
<title>Results</title>
<sec>
<title>Robust and reproducible deposition procedure</title>
<sec>
<title>CNT suspension</title>
<p>The composition of the CNT suspension is critical in the fabrication of uniform and reproducible PEDOT&#x02013;CNT electrodes (Kim and Park, <xref ref-type="bibr" rid="B33">2010</xref>). The quality of the aqueous suspension of SWCNT in polystyrene sulfonate (PSS) could be improved by sonication for several hours using an ultrasonic horn. The energy is injected in a well-defined way providing for homogeneous and stable suspensions. The CNTs undergo &#x0201C;polymer-wrapping&#x0201D; by the polyanion PSS thus making the suspension of CNT in water possible without any covalent functionalization (O&#x02019;Connell et al., <xref ref-type="bibr" rid="B44">2001</xref>). In this way, no washing and drying steps are required as compared to other methods (Luo et al., <xref ref-type="bibr" rid="B38">2011</xref>). UV&#x02013;Vis spectroscopy was employed to obtain a measure of CNT concentration in the suspension. SWCNT suspension measured against an aqueous solution of PSS as reference sample exhibit an absorption maximum at 276&#x02009;nm. The absorption is proportional to the duration of homogenization (data not shown) and therefore presumably proportional to the concentration of suspended CNTs. A sufficient quality of the CNT suspension in aqueous PSS solution is obtained after 9&#x02009;h of homogenization. It was observed that higher concentration of CNTs results in a more uniform electrode coating, which also exhibits lower impedance.</p>
</sec>
<sec>
<title>Deposition procedure</title>
<p>Electropolymerization allows for thin and uniform films to be deposited directly onto metallic substrates. In order to provide for a reproducibly clean surface, gold electrodes were subjected to air plasma, followed by continuous cycling in diluted H<sub>2</sub>SO<sub>4</sub>. Subsequently, a galvanodynamical electropolymerization process was applied. By ramping the current to a final current density of 0.021&#x02009;A cm<sup>&#x02212;2</sup>, the potential increases until the polymerization potential of 0.7&#x02009;V vs. Ag/AgCl is reached. The same final current density was applied during deposition of either PEDOT or PEDOT&#x02013;CNT. It was observed that the resulting potential during the deposition of a PEDOT&#x02013;CNT electrode is lower when compared to PEDOT (Figure <xref ref-type="fig" rid="F1">1</xref>). The conducting CNTs which are codeposited on the electrode together with the polymer enhance the conductivity of the composite and thus reduce the voltage drop between the substrate and the electrode/electrolyte interface.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Representative recordings of (A) electrode potential and (B) current density during the galvanodynamical deposition of PEDOT (dashed) and PEDOT&#x02013;CNT (solid) on Au microelectrodes (&#x02205; 30&#x02009;&#x003BC;m)</bold>.</p></caption>
<graphic xlink:href="fneng-05-00008-g001.tif"/>
</fig>
<p>Simultaneous deposition on multiple sites of a MEA employing an eight-channel potentiostat was employed, demonstrating the suitability of this method for the fabrication of PEDOT or PEDOT&#x02013;CNT MEAs.</p>
</sec>
</sec>
<sec>
<title>Film thickness and morphology</title>
<p>The film thickness of PEDOT and PEDOT&#x02013;CNT coatings on microelectrodes can be pre-determined by the electric charge applied during deposition (Figure <xref ref-type="fig" rid="F2">2</xref>). The thickness of both PEDOT and PEDOT&#x02013;CNT coatings increases linearly with increasing charge. However, PEDOT&#x02013;CNT coatings are &#x0223C;25% thicker when using the same deposition parameters. As the charge delivered to the system during deposition is solely consumed by the oxidation of EDOT, the amount of PEDOT should be the same in pure and composite electrodes. Accordingly, the difference in thickness is therefore attributed to a higher degree of porosity found in the PEDOT&#x02013;CNT electrode as a result of the incorporation of CNT. This is confirmed by analysis of the morphology of pure and composite coatings (Figure <xref ref-type="fig" rid="F3">3</xref>). The SEM micrographs show the rough surface structure of PEDOT. The FIB&#x02013;SEM cross sections illustrate the relatively compact and smooth structure. In comparison, the PEDOT&#x02013;CNT composite exhibits a porous morphology which is due to the embedding of CNT into the polymer. The pores of different sizes are distributed throughout the complete composite layer as can be clearly seen in the micrographs. These morphologic properties are also reflected in the electrochemical properties as discussed in Section <xref ref-type="sec" rid="s2">&#x0201C;Electrochemical Characterization.&#x0201D;</xref></p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Film thickness (nm) of PEDOT and PEDOT&#x02013;CNT electrodes according to the charge transferred during deposition (<italic>Q</italic> in nC: 50&#x02013;800&#x02009;nC equals 7&#x02013;113&#x02009;mC/cm<sup>&#x02212;2</sup>)</bold>.</p></caption>
<graphic xlink:href="fneng-05-00008-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Morphology of (A) PEDOT and (B) PEDOT&#x02013;CNT</bold>. <bold>(1,2)</bold> Show top views of electrodes deposited with <italic>Q</italic>&#x02009;&#x0003D;&#x02009;200&#x02009;nC. <bold>(3,4)</bold> Show FIB&#x02013;SEM cross sections of electrodes with two different film thicknesses (200 and 800&#x02009;nC deposition charge).</p></caption>
<graphic xlink:href="fneng-05-00008-g003.tif"/>
</fig>
</sec>
<sec>
<title>Adhesion properties</title>
<p>It has been pointed out many times that as far as mechanical stability is concerned, insufficient adhesion of deposits of conducting polymers is the biggest problem (Cui and Zhou, <xref ref-type="bibr" rid="B17">2007</xref>; Abidian et al., <xref ref-type="bibr" rid="B1">2010</xref>; Thaning et al., <xref ref-type="bibr" rid="B57">2010</xref>). Therefore the primary goal in optimizing the deposition procedure was to improve adhesion on the substrate electrodes.</p>
<p>Firstly, layers were shown to withstand repeated extensive rinsing with solvents (water, ethanol, isopropanol, and acetone) and drying in nitrogen flow as well as autoclaving and hydrophilization in air plasma. Hydrophilization by air plasma comprises electrochemical properties only by c.a. 7% and autoclaving only by less than 10% (impedance is increased, capacitance is decreased). The substrates could be used repeatedly in cell culture experiments.</p>
<p>Adhesion and mechanical strength of layers was assessed by the tape adhesion test. A self-adhesive tape was fixed on the electrode array and pulled off slowly. Afterward, microscopic analysis reveals whether the coatings or parts of them have been ripped off of the gold electrode. Independent of film thickness and material (PEDOT or PEDOT&#x02013;CNT) no electrode coating could be ripped off and there was no microscopic evidence that parts of the coatings had been detached. Electrochemical data confirms that electrodes are not changed by the tape adhesion test (|<italic>Z</italic>| of PEDOT electrodes (<italic>n</italic>&#x02009;&#x0003D;&#x02009;30) before was 20.55&#x02009;&#x000B1;&#x02009;0.82&#x02009;k&#x003A9; as compared to 20.50&#x02009;&#x000B1;&#x02009;0.48&#x02009;k&#x003A9; after; |<italic>Z</italic>| of PEDOT&#x02013;CNT electrodes (<italic>n</italic>&#x02009;&#x0003D;&#x02009;29) before was 15.55&#x02009;&#x000B1;&#x02009;0.67&#x02009;k&#x003A9; as compared to 15.74&#x02009;&#x000B1;&#x02009;0.61&#x02009;k&#x003A9; after. Variations are in the range of measurement accuracy).</p>
</sec>
<sec id="s2">
<title>Electrochemical characterization</title>
<sec>
<title>Impedance spectroscopy</title>
<p>In Figure <xref ref-type="fig" rid="F4">4</xref>A, typical impedance spectra of different electrode materials are shown. PEDOT and PEDOT&#x02013;CNT electrodes exhibit lower impedance over the whole frequency range when compared to bare gold or TiN electrodes. Table <xref ref-type="table" rid="T1">1</xref> confirms that the impedance of PEDOT and PEDOT&#x02013;CNT electrodes is reproducibly very low. Figure <xref ref-type="fig" rid="F4">4</xref>A shows representative spectra. At 1&#x02009;kHz, the typical frequency band observed in neuronal signals, the impedance of PEDOT electrodes with a diameter of 30&#x02009;&#x003BC;m is approximately 20&#x02009;k&#x003A9;. PEDOT&#x02013;CNT electrodes show significant improvement over pure PEDOT electrodes with impedances even below 20&#x02009;k&#x003A9; (see also Table <xref ref-type="table" rid="T1">1</xref>). This may be explained by CNTs acting as a conducting network enhancing specific conductivity of the material. In addition, the porous structure of the composite (Figure <xref ref-type="fig" rid="F3">3</xref>) provides for a larger surface area and enables diffusion of ions into the bulk of the material.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>(A)</bold> Bode plots of impedance spectra of different electrode materials. Spectra are recorded at open circuit potential. <bold>(B)</bold> Corresponding phase angle &#x003A6; in degree. <bold>(C)</bold> Nyquist plot of PEDOT and a PEDOT&#x02013;CNT electrodes. The highest frequency measured was 300&#x02009;kHz and the lowest frequencies shown here are 150&#x02009;Hz (PEDOT) and 125&#x02009;Hz (PEDOT&#x02013;CNT). <bold>(D)</bold> Third cycle of CV of different electrode materials. Electrodes of 30&#x02009;&#x003BC;m diameter were measured in PBS at a scan rate of 0.1&#x02009;V&#x02009;s<sup><bold>&#x02212;</bold>1</sup>. PEDOT and PEDOT&#x02013;CNT films were deposited using <italic>Q</italic>&#x02009;&#x0003D;&#x02009;800&#x02009;nC. Films deposited using less charge will exhibit similar impedance in the plateau region (high frequency) but lower capacitance (see Table <xref ref-type="table" rid="T1">1</xref>).</p></caption>
<graphic xlink:href="fneng-05-00008-g004.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Electrochemical properties of PEDOT and PEDOT&#x02013;CNT electrodes of different film thicknesses in comparison with TiN and Au</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left"/>
<th align="left">Au (planar)</th>
<th align="left">TiN (nano-porous)</th>
<th colspan="3" align="center">PEDOT</th>
<th colspan="3" align="center">PEDOT&#x02013;CNT</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><italic>Q</italic>/nC passed during deposition</td>
<td align="left">&#x02013;</td>
<td align="left">&#x02013;</td>
<td align="left">200</td>
<td align="left">400</td>
<td align="left">600</td>
<td align="left">200</td>
<td align="left">400</td>
<td align="left">600</td>
</tr>
<tr>
<td align="left">Thickness/nm, <italic>n</italic>&#x02009;&#x0003D;&#x02009;18</td>
<td align="left">n.a.</td>
<td align="left">550&#x02009;&#x000B1;&#x02009;50</td>
<td align="left">247&#x02009;&#x000B1;&#x02009;33</td>
<td align="left">392&#x02009;&#x000B1;&#x02009;36</td>
<td align="left">480&#x02009;&#x000B1;&#x02009;43</td>
<td align="left">352&#x02009;&#x000B1;&#x02009;27</td>
<td align="left">505&#x02009;&#x000B1;&#x02009;63</td>
<td align="left">638&#x02009;&#x000B1;&#x02009;78</td>
</tr>
<tr>
<td align="left">|<italic>Z</italic>| &#x00040; 1&#x02009;kHz/k&#x003A9;, <italic>n</italic>&#x02009;&#x0003D;&#x02009;24</td>
<td align="left">329&#x02009;&#x000B1;&#x02009;33</td>
<td align="left">52.3&#x02009;&#x000B1;&#x02009;4.6</td>
<td align="left">20.0&#x02009;&#x000B1;&#x02009;1.89</td>
<td align="left">20.3&#x02009;&#x000B1;&#x02009;2.36</td>
<td align="left">20.0&#x02009;&#x000B1;&#x02009;2.13</td>
<td align="left">16.2&#x02009;&#x000B1;&#x02009;1.07</td>
<td align="left">15.7&#x02009;&#x000B1;&#x02009;1.46</td>
<td align="left">15.5&#x02009;&#x000B1;&#x02009;1.19</td>
</tr>
<tr>
<td align="left">C/mF&#x02009;cm<sup><bold>&#x02212;</bold>2</sup>[a], <italic>n</italic>&#x02009;&#x0003D;&#x02009;12</td>
<td align="left">0.04&#x02009;&#x000B1;&#x02009;0.01</td>
<td align="left">0.91&#x02009;&#x000B1;&#x02009;0.10</td>
<td align="left">2.4&#x02009;&#x000B1;&#x02009;0.09</td>
<td align="left">3.6&#x02009;&#x000B1;&#x02009;0.31</td>
<td align="left">4.8&#x02009;&#x000B1;&#x02009;0.24</td>
<td align="left">2.4&#x02009;&#x000B1;&#x02009;0.09</td>
<td align="left">3.7&#x02009;&#x000B1;&#x02009;0.33</td>
<td align="left">4.8&#x02009;&#x000B1;&#x02009;0.27</td>
</tr>
<tr>
<td align="left">C/mF&#x02009;cm<sup><bold>&#x02212;</bold>2</sup>[b], <italic>n</italic>&#x02009;&#x0003D;&#x02009;24</td>
<td align="left">0.25&#x02009;&#x000B1;&#x02009;0.03</td>
<td align="left">1.8&#x02009;&#x000B1;&#x02009;0.2</td>
<td align="left">3.7&#x02009;&#x000B1;&#x02009;0.07</td>
<td align="left">5.3&#x02009;&#x000B1;&#x02009;0.17</td>
<td align="left">6.9&#x02009;&#x000B1;&#x02009;0.16</td>
<td align="left">4.0&#x02009;&#x000B1;&#x02009;0.11</td>
<td align="left">5.7&#x02009;&#x000B1;&#x02009;0.11</td>
<td align="left">7.5&#x02009;&#x000B1;&#x02009;0.12</td>
</tr>
<tr>
<td align="left"><italic>Q</italic>/mC&#x02009;cm<sup><bold>&#x02212;</bold>2</sup>[c], <italic>n</italic>&#x02009;&#x0003D;&#x02009;4</td>
<td align="left">&#x02013;</td>
<td align="left">0.45&#x02009;&#x000B1;&#x02009;0.12</td>
<td align="left">&#x02013;</td>
<td align="left">&#x02013;</td>
<td align="left">0.81&#x02009;&#x000B1;&#x02009;0.05</td>
<td align="left">&#x02013;</td>
<td align="left">&#x02013;</td>
<td align="left">1.21&#x02009;&#x000B1;&#x02009;0.02</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Values are given as mean&#x02009;&#x000B1;&#x02009;SD</italic>.</p>
<p><italic>[a] Obtained from fitting of impedance spectra, [b] obtained from cyclic voltammetry, i.e., possibly comprising contributions from redox processes and sampling slow mass transport processes, [c] obtained from charge transfer experiments with an amplitude of 0.5&#x02009;V</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>The phase angle (Figure <xref ref-type="fig" rid="F4">4</xref>B) of the spectra of PEDOT and PEDOT&#x02013;CNT reveals that capacitive behavior predominates in the lower frequency range (&#x003A6; near &#x02212;90&#x000B0;) and resistive behavior predominates at high frequency (&#x003A6; near 0&#x000B0;).</p>
<p>In order to assess physical and chemical processes occurring in the material, electrode properties were modeled using an equivalent circuit and fitting of impedance spectra. The equivalent circuit which fits the data best (Figure <xref ref-type="fig" rid="F5">5</xref>) is composed of an uncompensated electrolyte resistance <italic>R</italic><sub>u</sub> followed by a double layer capacitance <italic>C</italic><sub>DL</sub> in parallel with a charge transfer resistance <italic>R</italic><sub>CT</sub> which is in series with a linear diffusion element <italic>M</italic> (Gabrielli et al., <xref ref-type="bibr" rid="B21">1987</xref>; Panero et al., <xref ref-type="bibr" rid="B46">1989</xref>; Ferloni et al., <xref ref-type="bibr" rid="B19">1996</xref>; Hass et al., <xref ref-type="bibr" rid="B24">2005</xref>; Hern&#x000E1;ndez-Labrado et al., <xref ref-type="bibr" rid="B27">2011</xref>). The diffusion element <italic>M</italic> describes finite linear diffusion containing a pseudocapacitance and a resistor involving a time constant <inline-formula><mml:math id="M1"><mml:mrow><mml:mrow><mml:mo class="MathClass-open">(</mml:mo><mml:mrow><mml:mi>&#x003C4;</mml:mi><mml:mo class="MathClass-rel">=</mml:mo><mml:mi>C</mml:mi><mml:mo class="MathClass-bin">&#x000D7;</mml:mo><mml:mi>R</mml:mi></mml:mrow><mml:mo class="MathClass-close">)</mml:mo></mml:mrow><mml:mo class="MathClass-punc">.</mml:mo></mml:mrow></mml:math></inline-formula> At higher frequencies it behaves like a Warburg impedance whereas at lower frequencies its response reflects that of a <italic>R</italic>&#x02009;&#x0002B;&#x02009;<italic>C</italic> element. This is represented in the Nyquist plot of the spectra by a combination of a 45&#x000B0; line signal followed by a vertical line signal at the transition to lower frequencies (Figure <xref ref-type="fig" rid="F4">4</xref>C).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>Equivalent circuit for fitting of impedance spectra of PEDOT and PEDOT&#x02013;CNT electrodes with an uncompensated electrolyte resistance <italic>R</italic><sub>u</sub> followed by a double layer capacitance <italic>C</italic><sub>DL</sub> in parallel with a charge transfer resistance <italic>R<sub>CT</sub></italic> which is in series with a linear diffusion element M (&#x003C4; &#x0003D; <italic>C</italic> &#x000D7; <italic>R</italic>)</bold>.</p></caption>
<graphic xlink:href="fneng-05-00008-g005.tif"/>
</fig>
</sec>
<sec>
<title>Cyclic voltammetry</title>
<p>Cyclic voltammetry was employed to study the low frequency response of the material as opposed to the response to pulse techniques (see <xref ref-type="sec" rid="s3">Charge Transfer and Longtime Performance</xref>). The almost rectangular shape of the CV indicates capacitor-like behavior of PEDOT and PEDOT&#x02013;CNT electrodes (Figure <xref ref-type="fig" rid="F4">4</xref>D). The specific charge storage capacity (i.e., related to electrode surface area) may be calculated by dividing the current density by the scan rate provided that the current density is constant over a certain range. PEDOT and PEDOT&#x02013;CNT electrodes show superior charge storage capacitance when compared to state-of-the-art TiN electrodes. In agreement with results obtained from impedance spectroscopy, incorporation of CNT into PEDOT leads to higher capacitance (7&#x02013;8%). There is a linear relationship between charge delivered to the electrode during deposition, film thickness, and charge storage capacitance (see Table <xref ref-type="table" rid="T1">1</xref>) for both PEDOT and PEDOT&#x02013;CNT electrodes.</p>
</sec>
<sec id="s3">
<title>Charge transfer and longtime performance</title>
<p>In order to assess the electrode performance concerning electrostimulation, pulsed techniques were applied. The high charge storage capacitance observed by CV raises the question of whether this kind of charge capacitance will also be available in pulsed operation. Again, three electrode materials were compared. All PEDOT and PEDOT&#x02013;CNT electrodes used in these experiments were deposited with a transferred charge of 600&#x02009;nC. Biphasic anodic first voltage pulses of varying amplitude were delivered to the electrodes and the resulting current was recorded. In Figures <xref ref-type="fig" rid="F6">6</xref>A&#x02013;C anodic current traces for three different amplitudes are displayed. The different types of electrode materials reveal dissimilar charge transfer mechanisms as can be deduced from the shape of current traces. If we assume for the current response contributions from capacitive and faradaic currents, the current traces can be fitted by using an addition of the following Eqs <xref ref-type="disp-formula" rid="E1">1</xref> and <xref ref-type="disp-formula" rid="E2">2</xref>. Capacitive current response to a voltage step is described as</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M3"><mml:mi>i</mml:mi><mml:mo class="MathClass-rel">=</mml:mo><mml:mfrac><mml:mrow><mml:mi>E</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mstyle class="text"><mml:mtext>s</mml:mtext></mml:mstyle></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo class="qopname">exp</mml:mo><mml:mfenced separators="" open="(" close=")"><mml:mrow><mml:mfrac><mml:mrow><mml:mo class="MathClass-bin">-</mml:mo><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mstyle class="text"><mml:mtext>s</mml:mtext></mml:mstyle></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mstyle class="text"><mml:mtext>d</mml:mtext></mml:mstyle></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:math></disp-formula>
<p>where <italic>E</italic> is the applied voltage in <italic>V</italic>, <italic>R</italic><sub>s</sub> is the solution resistance in &#x003A9; and <italic>C</italic><sub>d</sub> is the double layer capacitance in <italic>F</italic> (Bard and Faulkner, <xref ref-type="bibr" rid="B8">2001</xref>). One can assume that the faradaic part of the current response due to redox reactions inside the material combined with diffusion of counter ions follows the Cottrell equation (Bard and Faulkner, <xref ref-type="bibr" rid="B8">2001</xref>). Then, the current of the faradaic part can be described as</p>
<disp-formula id="E2"><label>(2)</label><mml:math id="M4"><mml:mi>i</mml:mi><mml:mo class="MathClass-rel">=</mml:mo><mml:mfrac><mml:mrow><mml:mi>n</mml:mi><mml:mi>F</mml:mi><mml:mi>A</mml:mi><mml:msubsup><mml:mrow><mml:mi>D</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>0</mml:mn><mml:mo class="MathClass-punc">.</mml:mo><mml:mn>5</mml:mn></mml:mrow></mml:msubsup><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msup><mml:mrow><mml:mi>&#x003C0;</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn><mml:mo class="MathClass-punc">.</mml:mo><mml:mn>5</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn><mml:mo class="MathClass-punc">.</mml:mo><mml:mn>5</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac></mml:math></disp-formula>
<p>where <italic>n</italic> is the number of electrons taking part in the reaction, <italic>F</italic> is the Faraday constant in C&#x02009;mol<sup>&#x02212;1</sup>, <italic>A</italic> is the electrode area in m<sup>2</sup>, <italic>D</italic><sub>0</sub> is the diffusion coefficient in m<sup>2</sup>&#x02009;s<sup>&#x02212;1</sup>, and <italic>C</italic><sub>0</sub> is the bulk concentration in mol&#x02009;L<sup>&#x02212;1</sup>. Current traces (Figures <xref ref-type="fig" rid="F6">6</xref>A&#x02013;C) can be nicely fitted using the addition of an exponential decay and a decay which is proportional to the square root of the time. All three electrode types show a combination of both capacitive and faradaic current decay. In contrast to TiN electrodes which show largely capacitive currents, in PEDOT and PEDOT&#x02013;CNT, the faradaic contribution due to the redox reactions inside the bulk dominates over capacitive double layer charging.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p><bold>(A&#x02013;C)</bold> Anodic part of the current response to biphasic anodic first voltage pulses at three different amplitudes. Data show mean values of current traces over 1&#x02009;h (3.6 million pulses), recorded four times a minute (<italic>n</italic>&#x02009;&#x0003D;&#x02009;240). <bold>(D&#x02013;F)</bold> Charge/pulse delivered (anodic part) as recorded during 1&#x02009;h of constant pulsing (mean of current integrals, <italic>n</italic>&#x02009;&#x0003D;&#x02009;4).</p></caption>
<graphic xlink:href="fneng-05-00008-g006.tif"/>
</fig>
<p>The charge <italic>Q</italic> delivered was calculated from integrating the anodic part of the current traces. In Figures <xref ref-type="fig" rid="F6">6</xref>D&#x02013;F the charge delivered (anodic part) over 1&#x02009;h of constant pulsing is shown. For all three electrode types, the charge that is transferred stays constant over the period of 1&#x02009;h and 3.6 million pulses (<italic>f</italic>&#x02009;&#x0003D;&#x02009;1&#x02009;kHz).</p>
<p>Clearly, charge injection capacitance increases in the order TiN, PEDOT, PEDOT&#x02013;CNT (Figure <xref ref-type="fig" rid="F7">7</xref>). Even for small amplitudes like 200&#x02009;mV, coated electrodes can deliver two (PEDOT) and three (PEDOT&#x02013;CNT) times more charge than TiN. This offers the possibility to stimulate tissue at relatively low voltage. As can be also seen in Figure <xref ref-type="fig" rid="F7">7</xref>, PEDOT&#x02013;CNT deviates from the linear behavior that PEDOT and TiN show dependent on the pulse amplitude. The explanation for this deviation may also be the better accessibility of PEDOT in PEDOT&#x02013;CNT as compared to pure PEDOT as will be discussed in the discussion. For PEDOT&#x02013;CNT the maximum charge for this particular amount of PEDOT is almost fully exploited at an amplitude of 500&#x02009;mV and cannot be increased much by using an amplitude higher than 500&#x02009;mV.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p><bold>Charge/pulse (anodic part) delivered as recorded during 1&#x02009;h of constant pulsing (mean over all measurements&#x02009;&#x000B1;&#x02009;SD, <italic>n</italic>&#x02009;&#x0003D;&#x02009;240)</bold>.</p></caption>
<graphic xlink:href="fneng-05-00008-g007.tif"/>
</fig>
<p>As far as mechanical stability is concerned, all electrodes were intact after pulsing experiments except for PEDOT electrodes treated with 700&#x02009;mV. PEDOT electrodes pulsed with 700&#x02009;mV delaminated after rinsing with water. PEDOT&#x02013;CNT electrodes were more stable than PEDOT electrodes for they were still intact after pulsing with 700&#x02009;mV. The impedance of the electrodes is not increased by pulsing experiments.</p>
<p>Representative electrochemical values from the above-mentioned characterization techniques are listed in Table <xref ref-type="table" rid="T1">1</xref>. The measurements were done on several substrates. The variations of electrical properties determined from electrodes on one particular substrate are even smaller.</p>
</sec>
</sec>
<sec>
<title>Compatibility to real-world applications</title>
<p>In practical applications such as <italic>in vitro</italic> cell culture tests and neuroprostheses, hydrophilization, and sterilization procedures are commonly required. Stability of PEDOT and PEDOT&#x02013;CNT with respect to these procedures was tested and changes in performance assessed by electrochemical methods.</p>
<p>Plasma cleaning for hydrophilization before cell culture testing impairs electrochemical properties only by about 7%. The impedance of the electrodes is increased and the charge storage capacitance is decreased by less than 10% after autoclaving for 20&#x02009;min at 121&#x000B0;C.</p>
</sec>
<sec>
<title>Biocompatibility and <italic>in vitro</italic> testing</title>
<p>Microelectrode arrays comprising electrodes with PEDOT or PEDOT&#x02013;CNT coatings were seeded with primary cardiomyocytes from embryonic chicken and cultivated for up to 10&#x02009;days. Cell viability was excellent during cultivation even for a longer period, which is an improvement over standard systems. Cells were cultivated as monolayers to promote the formation of a two dimensional syncytium. After 2&#x02013;3&#x02009;days <italic>in vitro</italic> visible autorhythmic activity started. Recordings were obtained at day 6 and day 10 showing high signal amplitude and excellent signal-to-noise ratio, indicating very good cell adhesion on both PEDOT and PEDOT&#x02013;CNT electrodes. Signal quality represents an improvement over MEAs with TiN electrodes which were used as a reference system. In Figure <xref ref-type="fig" rid="F8">8</xref> recordings of four different electrode types from cardiomyocytes on day 10 are presented. Recordings of TiN were taken on day 5, because culture did not last till day 10. Signals would be lower for a later recording date. The improved signal quality of PEDOT&#x02013;CNT over PEDOT, TiN, and gold is clearly demonstrated.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p><bold>Representative recordings from cardiomyocytes on four different electrode types</bold>. Recordings of gold <bold>(A)</bold>, PEDOT <bold>(C)</bold>, and PEDOT&#x02013;CNT <bold>(D)</bold> electrodes were taken on day 10 of cultivation. Recordings of TiN <bold>(B)</bold> were taken on day 5, for culture did not last till day 10.</p></caption>
<graphic xlink:href="fneng-05-00008-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<sec>
<title>Deposition procedure, morphology, and adhesion</title>
<p>One requirement for reproducible deposition of PEDOT&#x02013;CNT composites is a reproducible homogeneous CNT Suspension. Ultrasonic treatment improved the CNT Suspension in an aqueous solution of PSS and quality can be monitored via absorption measurements.</p>
<p>A method for deposition of PEDOT and PEDOT&#x02013;CNT microelectrodes was devised showing unprecedented precision and reproducibility. Thickness and electrical properties of coatings can be pre-determined by the amount of charge delivered during electrochemical deposition. The amount of charge transferred during electrochemical deposition (28&#x02013;113&#x02009;mC/cm<sup>&#x02212;2</sup>) is relatively small when compared to prior reports investigating PEDOT-nanotubes (Abidian et al., <xref ref-type="bibr" rid="B1">2010</xref>). While increasing the amount of charge and thereby the amount of PEDOT on the electrode could decrease the electrode impedance even more, this was found to compromise mechanical stability. Then, the polymer composite starts growing laterally beyond the rim of the substrate electrode and delamination becomes a problem as has also previously been reported by Abidian et al. (<xref ref-type="bibr" rid="B1">2010</xref>). By ramping the current to a final current density of 0.021&#x02009;A/cm<sup>&#x02212;2</sup>, a smooth, well-defined onset of the polymerization process is obtained, a pulse-like growth of extended fluffy structures is avoided, and most importantly the adhesion of the polymer to the electrode substrate is greatly improved.</p>
<p>The volume change due to the mass transport during doping/dedoping is the reason for the delamination of conducting polymer films. It has been shown in previous work that PEDOT with PSS as counter anion exhibits less swelling when compared to PEDOT deposited with smaller counter anions (Carlberg et al., <xref ref-type="bibr" rid="B13">1996</xref>; Bobacka et al., <xref ref-type="bibr" rid="B12">2000</xref>; Asplund et al., <xref ref-type="bibr" rid="B5">2010</xref>; Lu et al., <xref ref-type="bibr" rid="B36">2010</xref>). A possible explanation is that the PSS chains serve as immobile anionic dopants and oxidation of the polymer backbone is followed by cation expulsion instead of anion incorporation. The small cations enter and leave the polymer network with negligible volume change whereas bigger anions cause repeated swelling/shrinking which eventually causes delamination. In addition, bonds between the sulfur of PEDOT and the gold surface could provide for good adhesion. In contrast, delamination was observed on substrates like iridium (Abidian et al., <xref ref-type="bibr" rid="B1">2010</xref>) and platinum (Cui and Zhou, <xref ref-type="bibr" rid="B17">2007</xref>) when formation of covalent bonds with sulfur is not expected. Also the rough surface of the underlying gold electrode as revealed in SEM micrographs (Figure <xref ref-type="fig" rid="F3">3</xref>) could improve adhesion of PEDOT and PEDOT&#x02013;CNT films. The nature of the interface between the coating and gold will further be investigated in future work.</p>
</sec>
<sec>
<title>Electrochemical properties</title>
<p>Very low impedance can be achieved with PEDOT and PEDOT&#x02013;CNT electrodes which is due to the high conductivity of PEDOT and CNT. In high surface area materials like carbon materials, the huge surface area leads to a very high double layer capacitance. Although PEDOT&#x02013;CNT electrodes show a porous structure, the high capacitance of the PEDOT and PEDOT&#x02013;CNT composite is not exclusively due to the large surface area. Rather, the capacitance of the diffusion element M is by a factor of 1000 larger than the double layer capacitance which typically is in the range of 10&#x02013;40&#x02009;&#x003BC;F&#x02009;cm<sup>&#x02212;2</sup> (Bard and Faulkner, <xref ref-type="bibr" rid="B8">2001</xref>). The high capacitance of the material stems from the pseudo- or redox-capacitance of PEDOT. By applying a positive (or negative) voltage, PEDOT is oxidized (or reduced) which involves diffusion of counter ions. Since, as mentioned above, the anions are immobilized in the polyanionic PSS, upon oxidation of PEDOT small cations are expelled from the material (Carlberg et al., <xref ref-type="bibr" rid="B13">1996</xref>; Bobacka et al., <xref ref-type="bibr" rid="B12">2000</xref>; Asplund et al., <xref ref-type="bibr" rid="B5">2010</xref>). This is in contrast to other conducting polymers, where mobile anions are able to diffuse out of the material. The difference in capacitance observed between PEDOT and PEDOT&#x02013;CNT is attributed to the higher degree of porosity of the composite. Pores filled with electrolyte facilitate ionic transport, which results in an improved accessibility of the redox-active PEDOT.</p>
<p>This is also revealed by the results of the charge transfer measurements (see <xref ref-type="sec" rid="s3">Charge Transfer and Longtime Performance</xref>). As the charge transfer is always associated with ionic diffusion, the depth to which diffusion occurs plays an important role. The initial increase of transferred charge by PEDOT electrodes could be due to the expansion of this diffusion depth in PEDOT. Additionally, CNT increase this diffusion layer. Charge transfer capacitance is increased by incorporating CNT thus making PEDOT more accessible. The high charge transfer capacitance offers the possibility to stimulate tissue at relatively low voltage.</p>
</sec>
<sec>
<title>Application</title>
<p>Adhesion of PEDOT and PEDOT&#x02013;CNT deposits on gold electrodes is excellent and in particular withstands sterilization and cell culture protocols making these electrodes suitable for real-world application. <italic>In vitro</italic> testing with cardiomyocytes shows excellent biocompatibility and functionality. Cardiomyocytes on PEDOT and PEDOT&#x02013;CNT electrodes showed longer viability and functionality as compared to TiN. Recordings reveal higher signal amplitude of the QRS complex and clearer characteristics of the T wave which enables the improvement of drug screening platforms. In the same way, the low impedance of the electrodes will lead to higher signal-to-noise ratio of neuronal recordings. Future research will also be directed toward the detection of neurotransmitters, possibly simultaneously with electrical recording. In this context the polymer component may be particularly suitable for the chemical attachment of biological receptors.</p>
</sec>
</sec>
<sec>
<title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack>
<p>This work was financed by the German Federal Ministry of Education and Research through grant no. 01GQ0834. Part of this work was funded by Multi Channel Systems MCS GmbH, Reutlingen. The development of MEAs with gold electrodes was funded by NMI-TT GmbH. Helpful discussions with Prof. Dr. T. Chass&#x000E9; are kindly acknowledged.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abidian</surname> <given-names>M. R.</given-names></name> <name><surname>Corey</surname> <given-names>J. M.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name></person-group> (<year>2010</year>). <article-title>Conducting polymer nanotubes improve electrical properties, mechanical adhesion, neural attachment, and neurite outgrowth of neural electrodes</article-title>. <source>Small</source> <volume>6</volume>, <fpage>421</fpage>&#x02013;<lpage>429</lpage>.<pub-id pub-id-type="doi">10.1002/smll.200901868</pub-id><pub-id pub-id-type="pmid">20077424</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abidian</surname> <given-names>M. R.</given-names></name> <name><surname>Ludwig</surname> <given-names>K. A.</given-names></name> <name><surname>Marzullo</surname> <given-names>T. C.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name></person-group> (<year>2009</year>). <article-title>Interfacing conducting polymer nanotubes with the central nervous system: chronic neural recording using poly(3,4-ethylenedioxythiophene) nanotubes</article-title>. <source>Adv. Mater.</source> <volume>21</volume>, <fpage>3764</fpage>&#x02013;<lpage>3770</lpage>.<pub-id pub-id-type="doi">10.1002/adma.200900887</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adeloju</surname> <given-names>S. B.</given-names></name> <name><surname>Wallace</surname> <given-names>G. G.</given-names></name></person-group> (<year>1996</year>). <article-title>Conducting polymers and the bioanalytical sciences: new tools for biomolecular communication. A review</article-title>. <source>Analyst</source> <volume>121</volume>, <fpage>699</fpage>&#x02013;<lpage>703</lpage>.<pub-id pub-id-type="doi">10.1039/an9962100699</pub-id><pub-id pub-id-type="pmid">8763204</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ali</surname> <given-names>S. R.</given-names></name> <name><surname>Parajuli</surname> <given-names>R. R.</given-names></name> <name><surname>Balogun</surname> <given-names>Y.</given-names></name> <name><surname>Ma</surname> <given-names>Y.</given-names></name> <name><surname>He</surname> <given-names>H.</given-names></name></person-group> (<year>2008</year>). <article-title>A nonoxidative electrochemical sensor based on a self-doped polyaniline/carbon nanotube composite for sensitive and selective detection of the neurotransmitter dopamine: a review</article-title>. <source>Sensors</source> <volume>8</volume>, <fpage>8423</fpage>&#x02013;<lpage>8452</lpage>.<pub-id pub-id-type="doi">10.3390/s8128423</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Asplund</surname> <given-names>M.</given-names></name> <name><surname>Nyberg</surname> <given-names>T.</given-names></name> <name><surname>Ingan&#x000E4;s</surname> <given-names>O.</given-names></name></person-group> (<year>2010</year>). <article-title>Electroactive polymers for neural interfaces</article-title>. <source>Polym. Chem.</source> <volume>1</volume>, <fpage>1374</fpage>&#x02013;<lpage>1391</lpage>.<pub-id pub-id-type="doi">10.1039/c0py00077a</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ates</surname> <given-names>M.</given-names></name> <name><surname>Sarac</surname> <given-names>A. S.</given-names></name></person-group> (<year>2009</year>). <article-title>Conducting polymer coated carbon surfaces and biosensor applications</article-title>. <source>Prog. Org. Coatings</source> <volume>66</volume>, <fpage>337</fpage>&#x02013;<lpage>358</lpage>.<pub-id pub-id-type="doi">10.1016/j.porgcoat.2009.08.014</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bai</surname> <given-names>H.</given-names></name> <name><surname>Shi</surname> <given-names>G.</given-names></name></person-group> (<year>2007</year>). <article-title>Gas sensors based on conducting polymers</article-title>. <source>Sensors</source> <volume>7</volume>, <fpage>267</fpage>&#x02013;<lpage>307</lpage>.<pub-id pub-id-type="doi">10.3390/s7030267</pub-id></citation></ref>
<ref id="B8"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Bard</surname> <given-names>A. J.</given-names></name> <name><surname>Faulkner</surname> <given-names>L. R.</given-names></name></person-group> (<year>2001</year>). <source>Electrochemical Methods: Fundamentals and Applications</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>Wiley New York</publisher-name>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhandari</surname> <given-names>S.</given-names></name> <name><surname>Deepa</surname> <given-names>M.</given-names></name> <name><surname>Srivastava</surname> <given-names>A. K.</given-names></name> <name><surname>Joshi</surname> <given-names>A. G.</given-names></name> <name><surname>Kant</surname> <given-names>R.</given-names></name></person-group> (<year>2009</year>). <article-title>Poly (3, 4-ethylenedioxythiophene)- multiwalled carbon nanotube composite films: structure-directed amplified electrochromic response and improved redox activity</article-title>. <source>J. Phys. Chem. B</source> <volume>113</volume>, <fpage>9416</fpage>&#x02013;<lpage>9428</lpage>.<pub-id pub-id-type="doi">10.1021/jp9012976</pub-id><pub-id pub-id-type="pmid">19545156</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bobacka</surname> <given-names>J.</given-names></name></person-group> (<year>2006</year>). <article-title>Conducting polymer based solid state ion selective electrodes</article-title>. <source>Electroanalysis</source> <volume>18</volume>, <fpage>7</fpage>&#x02013;<lpage>18</lpage>.<pub-id pub-id-type="doi">10.1002/elan.200503384</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bobacka</surname> <given-names>J.</given-names></name> <name><surname>Ivaska</surname> <given-names>A.</given-names></name> <name><surname>Lewenstam</surname> <given-names>A.</given-names></name></person-group> (<year>2003</year>). <article-title>Potentiometric ion sensors based on conducting polymers</article-title>. <source>Electroanalysis</source> <volume>15</volume>, <fpage>366</fpage>&#x02013;<lpage>374</lpage>.<pub-id pub-id-type="doi">10.1002/elan.200390042</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bobacka</surname> <given-names>J.</given-names></name> <name><surname>Lewenstam</surname> <given-names>A.</given-names></name> <name><surname>Ivaska</surname> <given-names>A.</given-names></name></person-group> (<year>2000</year>). <article-title>Electrochemical impedance spectroscopy of oxidized poly (3, 4-ethylenedioxythiophene) film electrodes in aqueous solutions</article-title>. <source>J. Electroanal. Chem. (Lausanne Switz.)</source> <volume>489</volume>, <fpage>17</fpage>&#x02013;<lpage>27</lpage>.<pub-id pub-id-type="doi">10.1016/S0022-0728(00)00206-0</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carlberg</surname> <given-names>C.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Ingan&#x000E4;s</surname> <given-names>O.</given-names></name></person-group> (<year>1996</year>). <article-title>Ionic transport and electronic structure in poly (3, 4-ethylenedioxythiophene)</article-title>. <source>Solid State Ionics</source> <volume>85</volume>, <fpage>73</fpage>&#x02013;<lpage>78</lpage>.<pub-id pub-id-type="doi">10.1016/0167-2738(96)00043-4</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cellot</surname> <given-names>G.</given-names></name> <name><surname>Cilia</surname> <given-names>E.</given-names></name> <name><surname>Cipollone</surname> <given-names>S.</given-names></name> <name><surname>Rancic</surname> <given-names>V.</given-names></name> <name><surname>Sucapane</surname> <given-names>A.</given-names></name> <name><surname>Giordani</surname> <given-names>S.</given-names></name> <name><surname>Gambazzi</surname> <given-names>L.</given-names></name> <name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Grandolfo</surname> <given-names>M.</given-names></name> <name><surname>Scaini</surname> <given-names>D.</given-names></name> <name><surname>Gelain</surname> <given-names>F.</given-names></name> <name><surname>Casalis</surname> <given-names>L.</given-names></name> <name><surname>Prato</surname> <given-names>M.</given-names></name> <name><surname>Giugliano</surname> <given-names>M.</given-names></name> <name><surname>Ballerini</surname> <given-names>L.</given-names></name></person-group> (<year>2009</year>). <article-title>Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts</article-title>. <source>Nat. Nanotechnol.</source> <volume>4</volume>, <fpage>126</fpage>&#x02013;<lpage>133</lpage>.<pub-id pub-id-type="doi">10.1038/nnano.2008.374</pub-id><pub-id pub-id-type="pmid">19197316</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cogan</surname> <given-names>S. F.</given-names></name></person-group> (<year>2008</year>). <article-title>Neural stimulation and recording electrodes</article-title>. <source>Biomed. Eng. (N. Y.)</source> <volume>10</volume>, <fpage>275</fpage>.</citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cosnier</surname> <given-names>S.</given-names></name></person-group> (<year>2003</year>). <article-title>Biosensors based on electropolymerized films: new trends</article-title>. <source>Anal. Bioanal. Chem.</source> <volume>377</volume>, <fpage>507</fpage>&#x02013;<lpage>520</lpage>.<pub-id pub-id-type="doi">10.1007/s00216-003-2131-7</pub-id><pub-id pub-id-type="pmid">12920501</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cui</surname> <given-names>X. T.</given-names></name> <name><surname>Zhou</surname> <given-names>D. D.</given-names></name></person-group> (<year>2007</year>). <article-title>Poly (3, 4-ethylenedioxythiophene) for chronic neural stimulation</article-title>. <source>IEEE Trans. Neural. Syst. Rehabil. Eng.</source> <volume>15</volume>, <fpage>502</fpage>&#x02013;<lpage>508</lpage>.<pub-id pub-id-type="doi">10.1109/TNSRE.2007.909811</pub-id><pub-id pub-id-type="pmid">18198707</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Egeland</surname> <given-names>B. M.</given-names></name> <name><surname>Urbanchek</surname> <given-names>M. G.</given-names></name> <name><surname>Peramo</surname> <given-names>A.</given-names></name> <name><surname>Richardson-Burns</surname> <given-names>S. M.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name> <name><surname>Kuzon</surname> <given-names>W. M.</given-names> <suffix>Jr.</suffix></name> <name><surname>Cederna</surname> <given-names>P. S.</given-names></name></person-group> (<year>2010</year>). <article-title>In vivo electrical conductivity across critical nerve gaps using poly (3, 4-ethylenedioxythiophene)-coated neural interfaces</article-title>. <source>Plast. Reconstr. Surg.</source> <volume>126</volume>, <fpage>1865</fpage>.<pub-id pub-id-type="doi">10.1097/PRS.0b013e3181f61848</pub-id><pub-id pub-id-type="pmid">20700080</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferloni</surname> <given-names>P.</given-names></name> <name><surname>Mastragostino</surname> <given-names>M.</given-names></name> <name><surname>Meneghello</surname> <given-names>L.</given-names></name></person-group> (<year>1996</year>). <article-title>Impedance analysis of electronically conducting polymers</article-title>. <source>Electrochim. Acta</source> <volume>41</volume>, <fpage>27</fpage>&#x02013;<lpage>33</lpage>.<pub-id pub-id-type="doi">10.1016/0013-4686(95)00290-U</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuchsberger</surname> <given-names>K.</given-names></name> <name><surname>Goff</surname> <given-names>A. L.</given-names></name> <name><surname>Gambazzi</surname> <given-names>L.</given-names></name> <name><surname>Toma</surname> <given-names>F. M.</given-names></name> <name><surname>Goldoni</surname> <given-names>A.</given-names></name> <name><surname>Giugliano</surname> <given-names>M.</given-names></name> <name><surname>Stelzle</surname> <given-names>M.</given-names></name> <name><surname>Prato</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>Multiwalled carbon nanotube functionalized microelectrode arrays fabricated by microcontact printing: platform for studying chemical and electrical neuronal signaling</article-title>. <source>Small</source> <volume>7</volume>, <fpage>524</fpage>&#x02013;<lpage>530</lpage>.<pub-id pub-id-type="doi">10.1002/smll.201001640</pub-id><pub-id pub-id-type="pmid">21246714</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gabrielli</surname> <given-names>C.</given-names></name> <name><surname>Haas</surname> <given-names>O.</given-names></name> <name><surname>Takenouti</surname> <given-names>H.</given-names></name></person-group> (<year>1987</year>). <article-title>Impedance analysis of electrodes modified with a reversible redox polymer film</article-title>. <source>J. Appl. Electrochem.</source> <volume>17</volume>, <fpage>82</fpage>&#x02013;<lpage>90</lpage>.<pub-id pub-id-type="doi">10.1007/BF01009134</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Georgakilas</surname> <given-names>V.</given-names></name> <name><surname>Kordatos</surname> <given-names>K.</given-names></name> <name><surname>Prato</surname> <given-names>M.</given-names></name> <name><surname>Guldi</surname> <given-names>D. M.</given-names></name> <name><surname>Holzinger</surname> <given-names>M.</given-names></name> <name><surname>Hirsch</surname> <given-names>A.</given-names></name></person-group> (<year>2002</year>). <article-title>Organic functionalization of carbon nanotubes</article-title>. <source>J. Am. Chem. Soc.</source> <volume>124</volume>, <fpage>760</fpage>&#x02013;<lpage>761</lpage>.<pub-id pub-id-type="doi">10.1021/ja0260869</pub-id><pub-id pub-id-type="pmid">11817945</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Green</surname> <given-names>R. A.</given-names></name> <name><surname>Lovell</surname> <given-names>N. H.</given-names></name> <name><surname>Wallace</surname> <given-names>G. G.</given-names></name> <name><surname>Poole-Warren</surname> <given-names>L. A.</given-names></name></person-group> (<year>2008</year>). <article-title>Conducting polymers for neural interfaces: challenges in developing an effective long-term implant</article-title>. <source>Biomaterials</source> <volume>29</volume>, <fpage>3393</fpage>&#x02013;<lpage>3399</lpage>.<pub-id pub-id-type="doi">10.1016/j.biomaterials.2008.04.047</pub-id><pub-id pub-id-type="pmid">18501423</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hass</surname> <given-names>R.</given-names></name> <name><surname>Garcia-Canadas</surname> <given-names>J.</given-names></name> <name><surname>Garcia-Belmonte</surname> <given-names>G.</given-names></name></person-group> (<year>2005</year>). <article-title>Electrochemical impedance analysis of the redox switching hysteresis of poly (3, 4-ethylenedioxythiophene) films</article-title>. <source>J. Electroanal. Chem. (Lausanne Switz.)</source> <volume>577</volume>, <fpage>99</fpage>&#x02013;<lpage>105</lpage>.<pub-id pub-id-type="doi">10.1016/j.jelechem.2004.11.020</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heeger</surname> <given-names>A. J.</given-names></name></person-group> (<year>2001</year>). <article-title>Nobel Lecture: Semiconducting and metallic polymers: The fourth generation of polymeric materials</article-title>. <source>Rev. Mod. Phys.</source> <volume>73</volume>, <fpage>681</fpage>&#x02013;<lpage>700</lpage>.<pub-id pub-id-type="doi">10.1103/RevModPhys.73.681</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heien</surname> <given-names>M.</given-names></name> <name><surname>Johnson</surname> <given-names>M. A.</given-names></name> <name><surname>Wightman</surname> <given-names>R. M.</given-names></name></person-group> (<year>2004</year>). <article-title>Resolving neurotransmitters detected by fast-scan cyclic voltammetry</article-title>. <source>Anal. Chem.</source> <volume>76</volume>, <fpage>5697</fpage>&#x02013;<lpage>5704</lpage>.<pub-id pub-id-type="doi">10.1021/ac0491509</pub-id><pub-id pub-id-type="pmid">15456288</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hern&#x000E1;ndez-Labrado</surname> <given-names>G. R.</given-names></name> <name><surname>Contreras-Donayre</surname> <given-names>R. E.</given-names></name> <name><surname>Collazos-Castro</surname> <given-names>J. E.</given-names></name> <name><surname>Polo</surname> <given-names>J. L.</given-names></name></person-group> (<year>2011</year>). <article-title>Subdiffusion behavior in poly (3, 4-ethylenedioxythiophene): polystyrene sulfonate (PEDOT: PSS) evidenced by electrochemical impedance spectroscopy</article-title>. <source>J. Electroanal. Chem. (Lausanne Switz.)</source>.<pub-id pub-id-type="doi">10.1016/j.jelechem.2011.05.008</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirsch</surname> <given-names>A.</given-names></name></person-group> (<year>2002</year>). <article-title>Functionalization of single-walled carbon nanotubes</article-title>. <source>Angew. Chem. Int. Ed. Engl.</source> <volume>41</volume>, <fpage>1853</fpage>&#x02013;<lpage>1859</lpage>.<pub-id pub-id-type="doi">10.1002/1521-3773(20020603)41:11&#x0003C;1853::AID-ANIE1853&#x0003E;3.0.CO;2-N</pub-id><pub-id pub-id-type="pmid">19750614</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holzinger</surname> <given-names>M.</given-names></name> <name><surname>Vostrowsky</surname> <given-names>O.</given-names></name> <name><surname>Hirsch</surname> <given-names>A.</given-names></name> <name><surname>Hennrich</surname> <given-names>F.</given-names></name> <name><surname>Kappes</surname> <given-names>M.</given-names></name> <name><surname>Weiss</surname> <given-names>R.</given-names></name> <name><surname>Jellen</surname> <given-names>F.</given-names></name></person-group> (<year>2001</year>). <article-title>Sidewall functionalization of carbon nanotubes</article-title>. <source>Angew. Chem. Int. Ed. Engl.</source> <volume>40</volume>, <fpage>4002</fpage>&#x02013;<lpage>4005</lpage>.<pub-id pub-id-type="doi">10.1002/1521-3773(20011105)40:21&#x0003C;4002::AID-ANIE4002&#x0003E;3.0.CO;2-8</pub-id><pub-id pub-id-type="pmid">12404474</pub-id></citation></ref>
<ref id="B30"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Inzelt</surname> <given-names>G.</given-names></name></person-group> (<year>2008</year>). <source>Conducting Polymers: A New Era in Electrochemistry</source>. <publisher-loc>Heidelberg</publisher-loc>: <publisher-name>Springer Verlag</publisher-name>.</citation></ref>
<ref id="B31"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Janders</surname> <given-names>M.</given-names></name> <name><surname>Egert</surname> <given-names>U.</given-names></name> <name><surname>Stelzle</surname> <given-names>M.</given-names></name> <name><surname>Nisch</surname> <given-names>W.</given-names></name></person-group> (<year>1997</year>). <article-title>&#x0201C;Novel thin film titanium nitride micro-electrodes with excellent charge transfer capability for cell stimulation and sensing applications,&#x0201D;</article-title> in <conf-name>18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. &#x02018;Bridging Disciplines for Biomedicine,&#x02019;</conf-name> eds <person-group person-group-type="editor"><name><surname>Boom</surname> <given-names>H.</given-names></name> <name><surname>Robert</surname> <given-names>C.</given-names></name> <name><surname>Rutten</surname> <given-names>W.</given-names></name> <name><surname>Neuman</surname> <given-names>M.</given-names></name> <name><surname>Wijkstra</surname> <given-names>H.</given-names></name></person-group> (<publisher-loc>Amsterdam</publisher-loc>: <publisher-name>IEEE</publisher-name>), <fpage>245</fpage>&#x02013;<lpage>247</lpage>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnson</surname> <given-names>M. D.</given-names></name> <name><surname>Franklin</surname> <given-names>R. K.</given-names></name> <name><surname>Gibson</surname> <given-names>M. D.</given-names></name> <name><surname>Brown</surname> <given-names>R. B.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name></person-group> (<year>2008</year>). <article-title>Implantable microelectrode arrays for simultaneous electrophysiological and neurochemical recordings</article-title>. <source>J. Neurosci. Methods</source> <volume>174</volume>, <fpage>62</fpage>&#x02013;<lpage>70</lpage>.<pub-id pub-id-type="doi">10.1016/j.jneumeth.2008.06.036</pub-id><pub-id pub-id-type="pmid">18692090</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>K. S.</given-names></name> <name><surname>Park</surname> <given-names>S. J.</given-names></name></person-group> (<year>2010</year>). <article-title>Influence of dispersion of multi-walled carbon nanotubes on the electrochemical performance of PEDOT-PSS films</article-title>. <source>Mater. Sci. Eng. B</source> <volume>176</volume>, <fpage>204</fpage>&#x02013;<lpage>209</lpage>.<pub-id pub-id-type="doi">10.1016/j.mseb.2010.11.008</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kipke</surname> <given-names>D. R.</given-names></name> <name><surname>Shain</surname> <given-names>W.</given-names></name> <name><surname>Buzsaki</surname> <given-names>G.</given-names></name> <name><surname>Fetz</surname> <given-names>E.</given-names></name> <name><surname>Henderson</surname> <given-names>J. M.</given-names></name> <name><surname>Hetke</surname> <given-names>J. F.</given-names></name> <name><surname>Schalk</surname> <given-names>G.</given-names></name></person-group> (<year>2008</year>). <article-title>Advanced neurotechnologies for chronic neural interfaces: new horizons and clinical opportunities</article-title>. <source>J. Neurosci.</source> <volume>28</volume>, <fpage>11830</fpage>.<pub-id pub-id-type="doi">10.1523/JNEUROSCI.3879-08.2008</pub-id><pub-id pub-id-type="pmid">19005048</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lange</surname> <given-names>U.</given-names></name> <name><surname>Roznyatovskaya</surname> <given-names>N. V.</given-names></name> <name><surname>Mirsky</surname> <given-names>V. M.</given-names></name></person-group> (<year>2008</year>). <article-title>Conducting polymers in chemical sensors and arrays</article-title>. <source>Anal. Chim. Acta</source> <volume>614</volume>, <fpage>1</fpage>&#x02013;<lpage>26</lpage>.<pub-id pub-id-type="doi">10.1016/j.aca.2008.02.068</pub-id><pub-id pub-id-type="pmid">18405677</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>T.</given-names></name> <name><surname>Zhao</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>M.</given-names></name> <name><surname>Cao</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>H.</given-names></name> <name><surname>Duan</surname> <given-names>Y. Y.</given-names></name></person-group> (<year>2010</year>). <article-title>Electrodeposited polypyrrole/carbon nanotubes composite films electrodes for neural interfaces</article-title>. <source>Biomaterials</source> <volume>31</volume>, <fpage>5169</fpage>&#x02013;<lpage>5181</lpage>.<pub-id pub-id-type="doi">10.1016/j.biomaterials.2009.12.046</pub-id><pub-id pub-id-type="pmid">20382421</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ludwig</surname> <given-names>K. A.</given-names></name> <name><surname>Langhals</surname> <given-names>N. B.</given-names></name> <name><surname>Joseph</surname> <given-names>M. D.</given-names></name> <name><surname>Richardson-Burns</surname> <given-names>S. M.</given-names></name> <name><surname>Hendricks</surname> <given-names>J. L.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name></person-group> (<year>2011</year>). <article-title>Poly (3, 4-ethylenedioxythiophene)(PEDOT) polymer coatings facilitate smaller neural recording electrodes</article-title>. <source>J. Neural Eng.</source> <volume>8</volume>, <fpage>014001</fpage>.<pub-id pub-id-type="doi">10.1088/1741-2560/8/4/046009</pub-id><pub-id pub-id-type="pmid">21245527</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luo</surname> <given-names>X.</given-names></name> <name><surname>Weaver</surname> <given-names>C. L.</given-names></name> <name><surname>Zhou</surname> <given-names>D. D.</given-names></name> <name><surname>Greenberg</surname> <given-names>R.</given-names></name> <name><surname>Cui</surname> <given-names>X. T.</given-names></name></person-group> (<year>2011</year>). <article-title>Highly stable carbon nanotube doped poly(3,4-ethylenedioxythiophene) for chronic neural stimulation</article-title>. <source>Biomaterials</source> <volume>32</volume>, <fpage>5551</fpage>&#x02013;<lpage>5557</lpage>.<pub-id pub-id-type="doi">10.1016/j.biomaterials.2010.12.049</pub-id><pub-id pub-id-type="pmid">21601278</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malinauskas</surname> <given-names>A.</given-names></name></person-group> (<year>2001</year>). <article-title>Chemical deposition of conducting polymers</article-title>. <source>Polymer (Guildf)</source> <volume>42</volume>, <fpage>3957</fpage>&#x02013;<lpage>3972</lpage>.<pub-id pub-id-type="doi">10.1016/S0032-3861(00)00800-4</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mazzatenta</surname> <given-names>A.</given-names></name> <name><surname>Giugliano</surname> <given-names>M.</given-names></name> <name><surname>Campidelli</surname> <given-names>S.</given-names></name> <name><surname>Gambazzi</surname> <given-names>L.</given-names></name> <name><surname>Businaro</surname> <given-names>L.</given-names></name> <name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Prato</surname> <given-names>M.</given-names></name> <name><surname>Ballerini</surname> <given-names>L.</given-names></name></person-group> (<year>2007</year>). <article-title>Interfacing neurons with carbon nanotubes: electrical signal transfer and synaptic stimulation in cultured brain circuits</article-title>. <source>J. Neurosci.</source> <volume>27</volume>, <fpage>6931</fpage>&#x02013;<lpage>6936</lpage>.<pub-id pub-id-type="doi">10.1523/JNEUROSCI.1051-07.2007</pub-id><pub-id pub-id-type="pmid">17596441</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McCreery</surname> <given-names>R. L.</given-names></name></person-group> (<year>2008</year>). <article-title>Advanced carbon electrode materials for molecular electrochemistry</article-title>. <source>Chem. Rev.</source> <volume>108</volume>, <fpage>2646</fpage>&#x02013;<lpage>2687</lpage>.<pub-id pub-id-type="doi">10.1021/cr068076m</pub-id><pub-id pub-id-type="pmid">18557655</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moritz</surname> <given-names>C. T.</given-names></name> <name><surname>Perlmutter</surname> <given-names>S. I.</given-names></name> <name><surname>Fetz</surname> <given-names>E. E.</given-names></name></person-group> (<year>2008</year>). <article-title>Direct control of paralysed muscles by cortical neurons</article-title>. <source>Nature</source> <volume>456</volume>, <fpage>639</fpage>&#x02013;<lpage>642</lpage>.<pub-id pub-id-type="doi">10.1038/nature07418</pub-id><pub-id pub-id-type="pmid">18923392</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nikolou</surname> <given-names>M.</given-names></name> <name><surname>Malliaras</surname> <given-names>G. G.</given-names></name></person-group> (<year>2007</year>). <article-title>Applications of poly (3, 4 ethylenedioxythiophene) doped with poly (styrene sulfonic acid) transistors in chemical and biological sensors</article-title>. <source>Chem. Rec.</source> <volume>8</volume>, <fpage>13</fpage>&#x02013;<lpage>22</lpage>.<pub-id pub-id-type="doi">10.1002/tcr.20133</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x02019;Connell</surname> <given-names>M. J.</given-names></name> <name><surname>Boul</surname> <given-names>P.</given-names></name> <name><surname>Ericson</surname> <given-names>L. M.</given-names></name> <name><surname>Huffman</surname> <given-names>C.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Haroz</surname> <given-names>E.</given-names></name> <name><surname>Kuper</surname> <given-names>C.</given-names></name> <name><surname>Tour</surname> <given-names>J.</given-names></name> <name><surname>Ausman</surname> <given-names>K. D.</given-names></name> <name><surname>Smalley</surname> <given-names>R. E.</given-names></name></person-group> (<year>2001</year>). <article-title>Reversible water-solubilization of single-walled carbon nanotubes by polymer wrapping</article-title>. <source>Chem. Phys. Lett.</source> <volume>342</volume>, <fpage>265</fpage>&#x02013;<lpage>271</lpage>.<pub-id pub-id-type="doi">10.1016/S0009-2614(01)00490-0</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Palacin</surname> <given-names>S.</given-names></name> <name><surname>Bureau</surname> <given-names>C.</given-names></name> <name><surname>Charlier</surname> <given-names>J.</given-names></name> <name><surname>Deniau</surname> <given-names>G.</given-names></name> <name><surname>Mouanda</surname> <given-names>B.</given-names></name> <name><surname>Viel</surname> <given-names>P.</given-names></name></person-group> (<year>2004</year>). <article-title>Molecule-to-metal bonds: electrografting polymers on conducting surfaces</article-title>. <source>Chemphyschem</source> <volume>5</volume>, <fpage>1468</fpage>&#x02013;<lpage>1481</lpage>.<pub-id pub-id-type="doi">10.1002/cphc.200301202</pub-id><pub-id pub-id-type="pmid">15535544</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Panero</surname> <given-names>S.</given-names></name> <name><surname>Prosperi</surname> <given-names>P.</given-names></name> <name><surname>Passerini</surname> <given-names>S.</given-names></name> <name><surname>Scrosati</surname> <given-names>B.</given-names></name> <name><surname>Perlmutter</surname> <given-names>D. D.</given-names></name></person-group> (<year>1989</year>). <article-title>Characteristics of electrochemically synthesized polymer electrodes</article-title>. <source>J. Electrochem. Soc.</source> <volume>136</volume>, <fpage>3729</fpage>.<pub-id pub-id-type="doi">10.1149/1.2096539</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pasquarelli</surname> <given-names>A.</given-names></name> <name><surname>Carabelli</surname> <given-names>V.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Gao</surname> <given-names>Z.</given-names></name> <name><surname>Marcantoni</surname> <given-names>A.</given-names></name> <name><surname>Kohn</surname> <given-names>E.</given-names></name> <name><surname>Carbone</surname> <given-names>E.</given-names></name></person-group> (<year>2009</year>). <article-title>Diamond microelectrodes for amperometric detection of secretory cells activity</article-title>. <source>IFMBE Proc.</source> <volume>25/VIII</volume>, <fpage>208</fpage>&#x02013;<lpage>211</lpage>.<pub-id pub-id-type="doi">10.1007/978-3-642-03887-7_58</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peng</surname> <given-names>C.</given-names></name> <name><surname>Jin</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>G. Z.</given-names></name></person-group> (<year>2007</year>). <article-title>A comparative study on electrochemical co-deposition and capacitance of composite films of conducting polymers and carbon nanotubes</article-title>. <source>Electrochim. Acta</source> <volume>53</volume>, <fpage>525</fpage>&#x02013;<lpage>537</lpage>.<pub-id pub-id-type="doi">10.1016/j.electacta.2007.07.004</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Richardson-Burns</surname> <given-names>S. M.</given-names></name> <name><surname>Hendricks</surname> <given-names>J. L.</given-names></name> <name><surname>Foster</surname> <given-names>B.</given-names></name> <name><surname>Povlich</surname> <given-names>L. K.</given-names></name> <name><surname>Kim</surname> <given-names>D. H.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name></person-group> (<year>2007a</year>). <article-title>Polymerization of the conducting polymer poly(3,4-ethylenedioxythiophene) (PEDOT) around living neural cells</article-title>. <source>Biomaterials</source> <volume>28</volume>, <fpage>1539</fpage>&#x02013;<lpage>1552</lpage>.<pub-id pub-id-type="doi">10.1016/j.biomaterials.2006.11.026</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Richardson-Burns</surname> <given-names>S. M.</given-names></name> <name><surname>Hendricks</surname> <given-names>J. L.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name></person-group> (<year>2007b</year>). <article-title>Electrochemical polymerization of conducting polymers in living neural tissue</article-title>. <source>J. Neural Eng.</source> <volume>4</volume>, <fpage>L6</fpage>&#x02013;<lpage>L13</lpage>.<pub-id pub-id-type="doi">10.1088/1741-2560/4/2/L02</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schuhmann</surname> <given-names>W.</given-names></name></person-group> (<year>1995</year>). <article-title>Conducting polymer based amperometric enzyme electrodes</article-title>. <source>Mikrochim. Acta</source> <volume>121</volume>, <fpage>1</fpage>&#x02013;<lpage>29</lpage>.<pub-id pub-id-type="doi">10.1007/BF01248237</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schwartz</surname> <given-names>A. B.</given-names></name> <name><surname>Cui</surname> <given-names>X. T.</given-names></name> <name><surname>Weber</surname> <given-names>D. J.</given-names></name> <name><surname>Moran</surname> <given-names>D. W.</given-names></name></person-group> (<year>2006</year>). <article-title>Brain-controlled interfaces: movement restoration with neural prosthetics</article-title>. <source>Neuron</source> <volume>52</volume>, <fpage>205</fpage>&#x02013;<lpage>220</lpage>.<pub-id pub-id-type="doi">10.1016/j.neuron.2006.09.019</pub-id><pub-id pub-id-type="pmid">17015237</pub-id></citation></ref>
<ref id="B53"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Skotheim</surname> <given-names>T. A.</given-names></name></person-group> (<year>1998</year>). <source>Handbook of Conducting Polymers</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>CRC Press</publisher-name>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stett</surname> <given-names>A.</given-names></name> <name><surname>Barth</surname> <given-names>W.</given-names></name> <name><surname>Weiss</surname> <given-names>S.</given-names></name> <name><surname>Haemmerle</surname> <given-names>H.</given-names></name> <name><surname>Zrenner</surname> <given-names>E.</given-names></name></person-group> (<year>2000</year>). <article-title>Electrical multisite stimulation of the isolated chicken retina</article-title>. <source>Vision Res.</source> <volume>40</volume>, <fpage>1785</fpage>&#x02013;<lpage>1795</lpage>.<pub-id pub-id-type="doi">10.1016/S0042-6989(00)00005-5</pub-id><pub-id pub-id-type="pmid">10814763</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stett</surname> <given-names>A.</given-names></name> <name><surname>Egert</surname> <given-names>U.</given-names></name> <name><surname>Guenther</surname> <given-names>E.</given-names></name> <name><surname>Hofmann</surname> <given-names>F.</given-names></name> <name><surname>Meyer</surname> <given-names>T.</given-names></name> <name><surname>Nisch</surname> <given-names>W.</given-names></name> <name><surname>Haemmerle</surname> <given-names>H.</given-names></name></person-group> (<year>2003</year>). <article-title>Biological application of microelectrode arrays in drug discovery and basic research</article-title>. <source>Anal. Bioanal. Chem.</source> <volume>377</volume>, <fpage>486</fpage>&#x02013;<lpage>495</lpage>.<pub-id pub-id-type="doi">10.1007/s00216-003-2149-x</pub-id><pub-id pub-id-type="pmid">12923608</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>Y. P.</given-names></name> <name><surname>Fu</surname> <given-names>K.</given-names></name> <name><surname>Lin</surname> <given-names>Y.</given-names></name> <name><surname>Huang</surname> <given-names>W.</given-names></name></person-group> (<year>2002</year>). <article-title>Functionalized carbon nanotubes: properties and applications</article-title>. <source>Acc. Chem. Res.</source> <volume>35</volume>, <fpage>1096</fpage>&#x02013;<lpage>1104</lpage>.<pub-id pub-id-type="doi">10.1021/ar010160v</pub-id><pub-id pub-id-type="pmid">12484798</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thaning</surname> <given-names>E. M.</given-names></name> <name><surname>Asplund</surname> <given-names>M. L. M.</given-names></name> <name><surname>Nyberg</surname> <given-names>T. A.</given-names></name> <name><surname>Ingan&#x000E4;s</surname> <given-names>O. W.</given-names></name> <name><surname>Von Holst</surname> <given-names>H.</given-names></name></person-group> (<year>2010</year>). <article-title>Stability of poly (3, 4 ethylene dioxythiophene) materials intended for implants</article-title>. <source>J. Biomed. Mater. Res. Part B Appl. Biomater.</source> <volume>93</volume>, <fpage>407</fpage>&#x02013;<lpage>415</lpage>.<pub-id pub-id-type="pmid">20127989</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vernitskaya</surname> <given-names>T. V.</given-names></name> <name><surname>Efimov</surname> <given-names>O. N.</given-names></name></person-group> (<year>1997</year>). <article-title>Polypyrrole: a conducting polymer; its synthesis, properties and applications</article-title>. <source>Russ. Chem. Rev.</source> <volume>66</volume>, <fpage>443</fpage>&#x02013;<lpage>457</lpage>.<pub-id pub-id-type="doi">10.1070/RC1997v066n05ABEH000261</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>K.</given-names></name> <name><surname>Fishman</surname> <given-names>H. A.</given-names></name> <name><surname>Dai</surname> <given-names>H.</given-names></name> <name><surname>Harris</surname> <given-names>J. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Neural stimulation with a carbon nanotube microelectrode array</article-title>. <source>Nano Lett.</source> <volume>6</volume>, <fpage>2043</fpage>&#x02013;<lpage>2048</lpage>.<pub-id pub-id-type="doi">10.1021/nl060684u</pub-id><pub-id pub-id-type="pmid">16968023</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilks</surname> <given-names>S. J.</given-names></name> <name><surname>Richardson-Burns</surname> <given-names>S. M.</given-names></name> <name><surname>Hendricks</surname> <given-names>J. L.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name> <name><surname>Otto</surname> <given-names>K. J.</given-names></name></person-group> (<year>2009</year>). <article-title>Poly (3, 4-ethylenedioxythiophene) as a micro-neural interface material for electrostimulation</article-title>. <source>Front. Neuroeng.</source> <volume>2</volume>:<fpage>7</fpage>.<pub-id pub-id-type="doi">10.3389/neuro.16.007.2009</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wise</surname> <given-names>K. D.</given-names></name> <name><surname>Anderson</surname> <given-names>D. J.</given-names></name> <name><surname>Hetke</surname> <given-names>J. F.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name> <name><surname>Najafi</surname> <given-names>K.</given-names></name></person-group> (<year>2004</year>). <article-title>Wireless implantable microsystems: high-density electronic interfaces to the nervous system</article-title>. <source>Proc. IEEE</source> <volume>92</volume>, <fpage>76</fpage>&#x02013;<lpage>97</lpage>.<pub-id pub-id-type="doi">10.1109/JPROC.2003.820544</pub-id></citation></ref>
<ref id="B62"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Zachek</surname> <given-names>M. K.</given-names></name></person-group> (<year>2011</year>). <source>Development of Carbon-MEMS Based Device for the In vivo Electrochemical Detection of Neurotransmitter Fluctuations</source>. <publisher-loc>Raleigh</publisher-loc>: <publisher-name>North Carolina State University</publisher-name>.</citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>X.</given-names></name> <name><surname>Ogorevc</surname> <given-names>B.</given-names></name> <name><surname>Tav Ar</surname> <given-names>G.</given-names></name> <name><surname>&#x00160;vegl</surname> <given-names>I. G.</given-names></name></person-group> (<year>1996</year>). <article-title>Over-oxidized polypyrrole-modified carbon fibre ultramicroelectrode with an integrated silver/silver chloride reference electrode for the selective voltammetric measurement of dopamine in extremely small sample volumes</article-title>. <source>Analyst (Lond.)</source> <volume>121</volume>, <fpage>1817</fpage>&#x02013;<lpage>1822</lpage>.<pub-id pub-id-type="doi">10.1039/an9962100971</pub-id></citation></ref>
</ref-list>
</back>
</article>
