Hydrogel bioelectronics.

Bioelectronic interfacing with the human body including electrical stimulation and recording of neural activities is the basis of the rapidly growing field of neural science and engineering, diagnostics, therapy, and wearable and implantable devices. Owing to intrinsic dissimilarities between soft, wet, and living biological tissues and rigid, dry, and synthetic electronic systems, the development of more compatible, effective, and stable interfaces between these two different realms has been one of the most daunting challenges in science and technology. Recently, hydrogels have emerged as a promising material candidate for the next-generation bioelectronic interfaces, due to their similarities to biological tissues and versatility in electrical, mechanical, and biofunctional engineering. In this review, we discuss (i) the fundamental mechanisms of tissue-electrode interactions, (ii) hydrogels' unique advantages in bioelectrical interfacing with the human body, (iii) the recent progress in hydrogel developments for bioelectronics, and (iv) rational guidelines for the design of future hydrogel bioelectronics. Advances in hydrogel bioelectronics will usher unprecedented opportunities toward ever-close integration of biology and electronics, potentially blurring the boundary between humans and machines.

[1]  Ali Khademhosseini,et al.  Advances in engineering hydrogels , 2017, Science.

[2]  Vinayak Sant,et al.  Graphene-based nanomaterials for drug delivery and tissue engineering. , 2014, Journal of controlled release : official journal of the Controlled Release Society.

[3]  S. Cogan Neural stimulation and recording electrodes. , 2008, Annual review of biomedical engineering.

[4]  Jae-Woong Jeong,et al.  Soft Materials in Neuroengineering for Hard Problems in Neuroscience , 2015, Neuron.

[5]  Thomas Braschler,et al.  Microdrop Printing of Hydrogel Bioinks into 3D Tissue‐Like Geometries , 2012, Advanced materials.

[6]  Xuanhe Zhao,et al.  Tough and tunable adhesion of hydrogels: experiments and models , 2017 .

[7]  Shannon E Bakarich,et al.  3D Printing of Transparent and Conductive Heterogeneous Hydrogel–Elastomer Systems , 2017, Advanced materials.

[8]  S. Cogan,et al.  Neurotrophin-eluting hydrogel coatings for neural stimulating electrodes. , 2007, Journal of biomedical materials research. Part B, Applied biomaterials.

[9]  Raeed H. Chowdhury,et al.  Epidermal Electronics , 2011, Science.

[10]  Jessy D. Dorn,et al.  Blind subjects implanted with the Argus II retinal prosthesis are able to improve performance in a spatial-motor task , 2010, British Journal of Ophthalmology.

[11]  R. Bellamkonda,et al.  Biomechanical analysis of silicon microelectrode-induced strain in the brain , 2005, Journal of neural engineering.

[12]  P. Sheng,et al.  Characterizing and Patterning of PDMS‐Based Conducting Composites , 2007 .

[13]  Alfred Stett,et al.  Subretinal electronic chips allow blind patients to read letters and combine them to words , 2010, Proceedings of the Royal Society B: Biological Sciences.

[14]  Yuliang Cao,et al.  Poly(vinyl alcohol)/poly(acrylic acid) hydrogel coatings for improving electrode-neural tissue interface. , 2009, Biomaterials.

[15]  Huanyu Cheng,et al.  Bioresorbable silicon electronic sensors for the brain , 2016, Nature.

[16]  A. Khademhosseini,et al.  Carbon-nanotube-embedded hydrogel sheets for engineering cardiac constructs and bioactuators. , 2013, ACS nano.

[17]  C. Koch,et al.  The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes , 2012, Nature Reviews Neuroscience.

[18]  Anthony Guiseppi-Elie,et al.  Electroconductive hydrogels: synthesis, characterization and biomedical applications. , 2010, Biomaterials.

[19]  John A Rogers,et al.  Materials and Fractal Designs for 3D Multifunctional Integumentary Membranes with Capabilities in Cardiac Electrotherapy , 2015, Advanced materials.

[20]  D. Mooney,et al.  Hydrogels for tissue engineering. , 2001, Chemical Reviews.

[21]  Kyung-In Jang,et al.  3D multifunctional integumentary membranes for spatiotemporal cardiac measurements and stimulation across the entire epicardium , 2014, Nature Communications.

[22]  Bahman Tahayori,et al.  Modeling extracellular electrical stimulation: I. Derivation and interpretation of neurite equations , 2012, Journal of neural engineering.

[23]  Jeong-Yun Sun,et al.  Stretchable Ionics – A Promising Candidate for Upcoming Wearable Devices , 2018, Advanced materials.

[24]  Xiaoping Song,et al.  Mussel‐Inspired Conductive Cryogel as Cardiac Tissue Patch to Repair Myocardial Infarction by Migration of Conductive Nanoparticles , 2016 .

[25]  Benoit P. Delhaye,et al.  The neural basis of perceived intensity in natural and artificial touch , 2016, Science Translational Medicine.

[26]  Khalil B. Ramadi,et al.  Characterization of Mechanically Matched Hydrogel Coatings to Improve the Biocompatibility of Neural Implants , 2017, Scientific Reports.

[27]  G. Prestwich,et al.  Dynamically Crosslinked Gold Nanoparticle – Hyaluronan Hydrogels , 2010, Advanced materials.

[28]  Sergey L. Gratiy,et al.  Fully integrated silicon probes for high-density recording of neural activity , 2017, Nature.

[29]  H. Herr,et al.  On prosthetic control: A regenerative agonist-antagonist myoneural interface , 2017, Science Robotics.

[30]  Christophe Bernard,et al.  High-performance transistors for bioelectronics through tuning of channel thickness , 2015, Science Advances.

[31]  Carl F. Lagenaur,et al.  The surface immobilization of the neural adhesion molecule L1 on neural probes and its effect on neuronal density and gliosis at the probe/tissue interface. , 2011, Biomaterials.

[32]  Anna C. Balazs,et al.  Nanoparticle Polymer Composites: Where Two Small Worlds Meet , 2006, Science.

[33]  Hagai Bergman,et al.  Insights into the mechanisms of deep brain stimulation , 2017, Nature Reviews Neurology.

[34]  Joselito M. Razal,et al.  Electrically Conductive, Tough Hydrogels with pH Sensitivity , 2012 .

[35]  T. Kurokawa,et al.  Double‐Network Hydrogels with Extremely High Mechanical Strength , 2003 .

[36]  P. Soman,et al.  Fabrication of conductive gelatin methacrylate-polyaniline hydrogels. , 2016, Acta biomaterialia.

[37]  R. Reid,et al.  Direct Activation of Sparse, Distributed Populations of Cortical Neurons by Electrical Microstimulation , 2009, Neuron.

[38]  Yun Lu,et al.  Elastic, Conductive, Polymeric Hydrogels and Sponges , 2014, Scientific Reports.

[39]  Xuanhe Zhao,et al.  Multi-scale multi-mechanism design of tough hydrogels: building dissipation into stretchy networks. , 2014, Soft matter.

[40]  C. Lieber,et al.  Three-dimensional macroporous nanoelectronic networks as minimally invasive brain probes. , 2015, Nature materials.

[41]  Christopher J. Tassone,et al.  Structural control of mixed ionic and electronic transport in conducting polymers , 2016, Nature Communications.

[42]  Zhenan Bao,et al.  Hierarchical nanostructured conducting polymer hydrogel with high electrochemical activity , 2012, Proceedings of the National Academy of Sciences.

[43]  Shweta Agarwala,et al.  A novel 3D bioprinted flexible and biocompatible hydrogel bioelectronic platform. , 2018, Biosensors & bioelectronics.

[44]  Yanwen Y Duan,et al.  Reduce impedance of intracortical iridium oxide microelectrodes by hydrogel coatings , 2012 .

[45]  George G. Malliaras,et al.  Interfacing Electronic and Ionic Charge Transport in Bioelectronics , 2016 .

[46]  Xuanhe Zhao,et al.  Stretchable Hydrogel Electronics and Devices , 2016, Advanced materials.

[47]  Lele Peng,et al.  Conductive “Smart” Hybrid Hydrogels with PNIPAM and Nanostructured Conductive Polymers , 2015 .

[48]  Alan J. Grodzinsky,et al.  Fields, Forces, and Flows in Biological Systems , 2011 .

[49]  Thomas Boland,et al.  Rapid prototyping of tissue-engineering constructs, using photopolymerizable hydrogels and stereolithography. , 2004, Tissue engineering.

[50]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[51]  Jong Won Chung,et al.  A highly stretchable, transparent, and conductive polymer , 2017, Science Advances.

[52]  G. Wallace,et al.  Conducting polymers with immobilised fibrillar collagen for enhanced neural interfacing. , 2011, Biomaterials.

[53]  Nicholas V. Annetta,et al.  Restoring cortical control of functional movement in a human with quadriplegia , 2016, Nature.

[54]  Jonathan Rivnay,et al.  Benchmarking organic mixed conductors for transistors , 2017, Nature Communications.

[55]  G. Wallace,et al.  Studies of double layer capacitance and electron transfer at a gold electrode exposed to protein solutions , 2004 .

[56]  Dae-Hyeong Kim,et al.  Flexible and stretchable electronics for biointegrated devices. , 2012, Annual review of biomedical engineering.

[57]  Silvestro Micera,et al.  Electronic dura mater for long-term multimodal neural interfaces , 2015, Science.

[58]  Erwin B. Montgomery,et al.  Mechanisms of action of deep brain stimulation (DBS) , 2008, Neuroscience & Biobehavioral Reviews.

[59]  Zhigang Suo,et al.  Ionic skin , 2014, Advanced materials.

[60]  Nicholas A. Melosh,et al.  Electronic and Ionic Materials for Neurointerfaces , 2018 .

[61]  Aaron D. Gilmour,et al.  Interpenetrating Conducting Hydrogel Materials for Neural Interfacing Electrodes , 2017, Advanced healthcare materials.

[62]  Nigel H Lovell,et al.  Impact of co-incorporating laminin peptide dopants and neurotrophic growth factors on conducting polymer properties. , 2010, Acta biomaterialia.

[63]  R Langer,et al.  Stimulation of neurite outgrowth using an electrically conducting polymer. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[64]  W. Lövenich,et al.  PEDOT: Principles and Applications of an Intrinsically Conductive Polymer , 2010 .

[65]  Timothy Bretl,et al.  Controlling sensation intensity for electrotactile stimulation in human-machine interfaces , 2018, Science Robotics.

[66]  Michael S Okun,et al.  Deep-brain stimulation for Parkinson's disease. , 2012, The New England journal of medicine.

[67]  David C. Martin,et al.  Polymerization of the conducting polymer poly(3,4-ethylenedioxythiophene) (PEDOT) around living neural cells. , 2007, Biomaterials.

[68]  Huanyu Cheng,et al.  A Physically Transient Form of Silicon Electronics , 2012, Science.

[69]  Warren M Grill,et al.  Implanted neural interfaces: biochallenges and engineered solutions. , 2009, Annual review of biomedical engineering.

[70]  A. Heeger,et al.  Synthesis of electrically conducting organic polymers: halogen derivatives of polyacetylene, (CH)x , 1977 .

[71]  Ali Khademhosseini,et al.  Carbon-based nanomaterials: multifunctional materials for biomedical engineering. , 2013, ACS nano.

[72]  Ruzhu Wang,et al.  Adsorption Equilibrium of Water on a Composite Adsorbent Employing Lithium Chloride in Silica Gel , 2010 .

[73]  Allen Taflove,et al.  Incorporation of the electrode–electrolyte interface into finite-element models of metal microelectrodes , 2008, Journal of neural engineering.

[74]  Hailing Hu,et al.  Electrically conducting polyaniline-poly(acrylic acid) blends , 1998 .

[75]  Mohammad Reza Abidian,et al.  Conducting Polymers for Neural Prosthetic and Neural Interface Applications , 2015, Advanced materials.

[76]  D. Seliktar Designing Cell-Compatible Hydrogels for Biomedical Applications , 2012, Science.

[77]  Arati Sridharan,et al.  Long-term changes in the material properties of brain tissue at the implant–tissue interface , 2013, Journal of neural engineering.

[78]  Kisuk Yang,et al.  Polypyrrole/Alginate Hybrid Hydrogels: Electrically Conductive and Soft Biomaterials for Human Mesenchymal Stem Cell Culture and Potential Neural Tissue Engineering Applications. , 2016, Macromolecular bioscience.

[79]  A. Benabid Deep brain stimulation for Parkinson’s disease , 2003, Current Opinion in Neurobiology.

[80]  Jae Young Lee,et al.  Electrically conductive graphene/polyacrylamide hydrogels produced by mild chemical reduction for enhanced myoblast growth and differentiation. , 2017, Acta biomaterialia.

[81]  Jun Yin,et al.  Tough and Conductive Hybrid Hydrogels Enabling Facile Patterning. , 2018, ACS applied materials & interfaces.

[82]  X. Crispin,et al.  Article type : Full Paper Understanding the capacitance of PEDOT : PSS , 2017 .

[83]  Jae-Hong Kim,et al.  3D hydrogel scaffold doped with 2D graphene materials for biosensors and bioelectronics. , 2017, Biosensors & bioelectronics.

[84]  Donghwa Lee,et al.  Highly conductive and flexible silver nanowire-based microelectrodes on biocompatible hydrogel. , 2014, ACS applied materials & interfaces.

[85]  Khoon S Lim,et al.  Conductive hydrogels with tailored bioactivity for implantable electrode coatings. , 2014, Acta biomaterialia.

[86]  Jinlian Hu,et al.  Preparation and Property Evaluation of Conductive Hydrogel Using Poly (Vinyl Alcohol)/Polyethylene Glycol/Graphene Oxide for Human Electrocardiogram Acquisition , 2017, Polymers.

[87]  Qin,et al.  A Brain–Spinal Interface Alleviating Gait Deficits after Spinal Cord Injury in Primates , 2017 .

[88]  John W. Clark,et al.  The Field from an Isolated Nerve in a Volume Conductor , 1977, IEEE Transactions on Biomedical Engineering.

[89]  Ernst Fernando Lopes Da Silva Niedermeyer,et al.  Electroencephalography, basic principles, clinical applications, and related fields , 1982 .

[90]  M. Panhuis,et al.  Electrically conducting PEDOT:PSS - gellan gum hydrogels , 2013 .

[91]  R. K. Simpson,et al.  Unilateral thalamic deep brain stimulation for refractory essential tremor and Parkinson's disease tremor , 1998, Neurology.

[92]  Y. Osada,et al.  Mechanically tough double-network hydrogels with high electronic conductivity , 2014 .

[93]  T. Someya,et al.  Printable elastic conductors by in situ formation of silver nanoparticles from silver flakes. , 2017, Nature materials.

[94]  A. Albertsson,et al.  Degradable and Electroactive Hydrogels with Tunable Electrical Conductivity and Swelling Behavior , 2011 .

[95]  J. Stejskal,et al.  Polyaniline Cryogels Supported with Poly(vinyl alcohol): Soft and Conducting , 2017 .

[96]  O. Inganäs,et al.  Conducting Polymer Hydrogels as 3D Electrodes: Applications for Supercapacitors , 1999 .

[97]  Daryl R. Kipke,et al.  Conducting-polymer nanotubes improve electrical properties, mechanical adhesion, neural attachment, and neurite outgrowth of neural electrodes. , 2010, Small.

[98]  H. Kaji,et al.  Totally shape-conformable electrode/hydrogel composite for on-skin electrophysiological measurements , 2016 .

[99]  Mingui Sun,et al.  Novel Hydrogel-Based Preparation-Free EEG Electrode , 2010, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[100]  M. Kaltenbrunner,et al.  An ultra-lightweight design for imperceptible plastic electronics , 2013, Nature.

[101]  M. Pasquali,et al.  Biocompatible Carbon Nanotube–Chitosan Scaffold Matching the Electrical Conductivity of the Heart , 2014, ACS nano.

[102]  M. Berggren,et al.  Chemical potential–electric double layer coupling in conjugated polymer–polyelectrolyte blends , 2017, Science Advances.

[103]  Ja Hoon Koo,et al.  Conductive Fiber‐Based Ultrasensitive Textile Pressure Sensor for Wearable Electronics , 2015, Advanced materials.

[104]  Stefan Kaskel,et al.  Stretchable and semitransparent conductive hybrid hydrogels for flexible supercapacitors. , 2014, ACS nano.

[105]  Yonggang Huang,et al.  Materials and Mechanics for Stretchable Electronics , 2010, Science.

[106]  Mario Miscuglio,et al.  Highly Elastic and Conductive Human‐Based Protein Hybrid Hydrogels , 2016, Advanced materials.

[107]  G. Wallace,et al.  Preparation of hydrogel/conducting polymer composites , 1994 .

[108]  Madeleine M. Lowery,et al.  Effect of Dispersive Conductivity and Permittivity in Volume Conductor Models of Deep Brain Stimulation , 2010, IEEE Transactions on Biomedical Engineering.

[109]  H. Sirringhaus,et al.  High-Resolution Ink-Jet Printing of All-Polymer Transistor Circuits , 2000, Science.

[110]  Jing Wang,et al.  Mechanically strong conducting hydrogels with special double-network structure , 2010 .

[111]  Dario Farina,et al.  Man/machine interface based on the discharge timings of spinal motor neurons after targeted muscle reinnervation , 2017, Nature Biomedical Engineering.

[112]  Jochen Guck,et al.  Materials and technologies for soft implantable neuroprostheses , 2016, Nature Reviews Materials.

[113]  Timothy K Lu,et al.  3D Printing of Living Responsive Materials and Devices , 2018, Advanced materials.

[114]  Xuanhe Zhao,et al.  Skin-inspired hydrogel–elastomer hybrids with robust interfaces and functional microstructures , 2016, Nature Communications.

[115]  Mohammad Reza Abidian,et al.  Multifunctional Nanobiomaterials for Neural Interfaces , 2009 .

[116]  John A Rogers,et al.  Erratum: Capacitively coupled arrays of multiplexed flexible silicon transistors for long-term cardiac electrophysiology , 2017, Nature Biomedical Engineering.

[117]  Rashid Bashir,et al.  Three-dimensional photopatterning of hydrogels using stereolithography for long-term cell encapsulation. , 2010, Lab on a chip.

[118]  Xuanhe Zhao,et al.  A New 3D Printing Strategy by Harnessing Deformation, Instability, and Fracture of Viscoelastic Inks , 2018, Advanced materials.

[119]  Z. Suo,et al.  Bonding dissimilar polymer networks in various manufacturing processes , 2018, Nature Communications.

[120]  Christian M. Siket,et al.  Instant tough bonding of hydrogels for soft machines and electronics , 2017, Science Advances.

[121]  Nicole C. Swann,et al.  Therapeutic deep brain stimulation reduces cortical phase-amplitude coupling in Parkinson's disease , 2015, Nature Neuroscience.

[122]  Yi Shi,et al.  Dopant-Enabled Supramolecular Approach for Controlled Synthesis of Nanostructured Conductive Polymer Hydrogels. , 2015, Nano letters.

[123]  Timothy K Lu,et al.  Stretchable living materials and devices with hydrogel–elastomer hybrids hosting programmed cells , 2017, Proceedings of the National Academy of Sciences.

[124]  Y. Osada,et al.  Electro‐conductive double‐network hydrogels , 2012 .

[125]  D. Kaplan,et al.  Programmable Hydrogel Ionic Circuits for Biologically Matched Electronic Interfaces , 2018, Advanced materials.

[126]  Roseli S. Wedemann,et al.  Modeling the Electric Potential across Neuronal Membranes: The Effect of Fixed Charges on Spinal Ganglion Neurons and Neuroblastoma Cells , 2014, PloS one.

[127]  Elise M. Stewart,et al.  A Single Component Conducting Polymer Hydrogel as a Scaffold for Tissue Engineering , 2012 .

[128]  C. Chan,et al.  The effects of organic species on the hygroscopic behaviors of inorganic aerosols. , 2002, Environmental science & technology.

[129]  Yanwen Y Duan,et al.  Polyethylene glycol-containing polyurethane hydrogel coatings for improving the biocompatibility of neural electrodes. , 2012, Acta biomaterialia.

[130]  Jaroslav Stejskal,et al.  Conducting polymer hydrogels , 2017, Chemical Papers.

[131]  M. in het Panhuis,et al.  Self‐Healing Hydrogels , 2016, Advanced materials.

[132]  A. Erbaş,et al.  Ionic Conductivity in Polyelectrolyte Hydrogels , 2016 .

[133]  B.S. Wilson,et al.  Interfacing Sensors With the Nervous System: Lessons From the Development and Success of the Cochlear Implant , 2008, IEEE Sensors Journal.

[134]  Zhigang Suo,et al.  Topological Adhesion of Wet Materials , 2018, Advanced materials.

[135]  D J Mooney,et al.  Tough adhesives for diverse wet surfaces , 2017, Science.

[136]  Tal Dvir,et al.  Nanowired three dimensional cardiac patches , 2011, Nature nanotechnology.

[137]  Thibault P. Prevost,et al.  Biomechanics of brain tissue. , 2011, Acta biomaterialia.

[138]  Lina Zhang,et al.  Ultra‐Stretchable and Force‐Sensitive Hydrogels Reinforced with Chitosan Microspheres Embedded in Polymer Networks , 2016, Advanced materials.

[139]  Christina M. Tringides,et al.  Multifunctional fibers for simultaneous optical, electrical and chemical interrogation of neural circuits in vivo , 2015, Nature Biotechnology.

[140]  Z. Suo,et al.  Highly stretchable and tough hydrogels , 2012, Nature.

[141]  Lifeng Yan,et al.  In situ self-assembly of mild chemical reduction graphene for three-dimensional architectures. , 2011, Nanoscale.

[142]  Choon Chiang Foo,et al.  Stretchable, Transparent, Ionic Conductors , 2013, Science.

[143]  Gordon G Wallace,et al.  Polypyrrole-coated electrodes for the delivery of charge and neurotrophins to cochlear neurons. , 2009, Biomaterials.

[144]  Robert Plonsey,et al.  Bioelectromagnetism: Principles and Applications of Bioelectric and Biomagnetic Fields , 1995 .

[145]  S. Ismail,et al.  Carbon Nanotubes (CNTs) Nanocomposite Hydrogels Developed for Various Applications: A Critical Review , 2016, Journal of Inorganic and Organometallic Polymers and Materials.

[146]  Xinran Wang,et al.  A Self‐Healable, Highly Stretchable, and Solution Processable Conductive Polymer Composite for Ultrasensitive Strain and Pressure Sensing , 2018 .

[147]  J. Gong,et al.  ELECTRICAL CONDUCTANCE OF POLYELECTROLYTE GELS , 1997 .

[148]  Paul M. George,et al.  Electrically Controlled Drug Delivery from Biotin‐Doped Conductive Polypyrrole , 2006 .

[149]  Lei Tao,et al.  An Injectable, Self‐Healing Hydrogel to Repair the Central Nervous System , 2015, Advanced materials.

[150]  Zhenan Bao,et al.  Polypyrrole/Agarose-based electronically conductive and reversibly restorable hydrogel. , 2014, ACS nano.

[151]  Christina Hassler,et al.  In vivo monitoring of glial scar proliferation on chronically implanted neural electrodes by fiber optical coherence tomography , 2014, Front. Neuroeng..

[152]  Yonggang Huang,et al.  Ultrathin conformal devices for precise and continuous thermal characterization of human skin. , 2013, Nature materials.

[153]  T. Kurth,et al.  Noncovalently Assembled Electroconductive Hydrogel. , 2018, ACS applied materials & interfaces.

[154]  Xuanhe Zhao,et al.  Tough Bonding of Hydrogels to Diverse Nonporous Surfaces , 2015, Nature materials.

[155]  Takashi D. Y. Kozai,et al.  Glial responses to implanted electrodes in the brain , 2017, Nature Biomedical Engineering.

[156]  Sungmook Jung,et al.  Ultrastretchable Conductor Fabricated on Skin‐Like Hydrogel–Elastomer Hybrid Substrates for Skin Electronics , 2018, Advanced materials.

[157]  P. Sáha,et al.  Hydrothermal effect and mechanical stress properties of carboxymethylcellulose based hydrogel food packaging. , 2015, Carbohydrate polymers.

[158]  X. Jia,et al.  One-Step Optogenetics with Multifunctional Flexible Polymer Fibers , 2017, Nature Neuroscience.

[159]  David C. Martin,et al.  Experimental and theoretical characterization of implantable neural microelectrodes modified with conducting polymer nanotubes. , 2008, Biomaterials.

[160]  Nigel H. Lovell,et al.  Organic electrode coatings for next-generation neural interfaces , 2014, Front. Neuroeng..

[161]  Young-Chang Joo,et al.  A Strain‐Insensitive Stretchable Electronic Conductor: PEDOT:PSS/Acrylamide Organogels , 2016, Advanced materials.

[162]  M. Abidian,et al.  Conducting‐Polymer Nanotubes for Controlled Drug Release , 2006, Advanced materials.

[163]  Uma Maheswari Krishnan,et al.  Development of biomaterial scaffold for nerve tissue engineering: Biomaterial mediated neural regeneration , 2009, Journal of Biomedical Science.

[164]  Takao Someya,et al.  The rise of plastic bioelectronics , 2016, Nature.

[165]  Z. Suo,et al.  Wearable and Washable Conductors for Active Textiles. , 2017, ACS applied materials & interfaces.

[166]  George G. Malliaras,et al.  Understanding volumetric capacitance in conducting polymers , 2016 .

[167]  Ravi V. Bellamkonda,et al.  Dexamethasone-coated neural probes elicit attenuated inflammatory response and neuronal loss compared to uncoated neural probes , 2007, Brain Research.

[168]  Wei Wang,et al.  Paintable and Rapidly Bondable Conductive Hydrogels as Therapeutic Cardiac Patches , 2018, Advanced materials.

[169]  Hui Ye,et al.  Neuron matters: electric activation of neuronal tissue is dependent on the interaction between the neuron and the electric field , 2015, Journal of NeuroEngineering and Rehabilitation.

[170]  E K Purcell,et al.  In vivo evaluation of a neural stem cell-seeded prosthesis , 2009, Journal of neural engineering.

[171]  Manfred Lindau,et al.  Direct Measurement of Ion Mobility in a Conducting Polymer , 2013, Advanced materials.

[172]  Xiaofeng Cui,et al.  Application of inkjet printing to tissue engineering , 2006, Biotechnology journal.

[173]  M. Nair,et al.  Advances in Carbon Nanotubes–Hydrogel Hybrids in Nanomedicine for Therapeutics , 2018, Advanced healthcare materials.

[174]  M. Berggren,et al.  Organic electronics for precise delivery of neurotransmitters to modulate mammalian sensory function. , 2009, Nature materials.

[175]  M. Berggren,et al.  Electronic control of Ca2+ signalling in neuronal cells using an organic electronic ion pump. , 2007, Nature materials.

[176]  Bahman Tahayori,et al.  Modelling extracellular electrical stimulation: III. Derivation and interpretation of neural tissue equations , 2014, Journal of neural engineering.

[177]  Anish A. Sarma,et al.  Clinical translation of a high-performance neural prosthesis , 2015, Nature Medicine.

[178]  Matsuhiko Nishizawa,et al.  Conducting Polymer Microelectrodes Anchored to Hydrogel Films. , 2012, ACS macro letters.

[179]  A. Albertsson,et al.  Facile synthesis of degradable and electrically conductive polysaccharide hydrogels. , 2011, Biomacromolecules.

[180]  Shashi K. Murthy,et al.  Bridging the Divide between Neuroprosthetic Design, Tissue Engineering and Neurobiology , 2009, Front. Neuroeng..

[181]  Mark I. Johnson,et al.  Transcutaneous Electrical Nerve Stimulation: Mechanisms, Clinical Application and Evidence , 2007, Reviews in pain.

[182]  J. Lewis,et al.  3D Bioprinting of Vascularized, Heterogeneous Cell‐Laden Tissue Constructs , 2014, Advanced materials.

[183]  Ping Wang,et al.  Macroscopic multifunctional graphene-based hydrogels and aerogels by a metal ion induced self-assembly process. , 2012, ACS nano.

[184]  K.D. Wise,et al.  Silicon microsystems for neuroscience and neural prostheses , 2005, IEEE Engineering in Medicine and Biology Magazine.

[185]  Baolin Guo,et al.  Self-Healing Conductive Injectable Hydrogels with Antibacterial Activity as Cell Delivery Carrier for Cardiac Cell Therapy. , 2016, ACS applied materials & interfaces.

[186]  Matsuhiko Nishizawa,et al.  Conducting polymer electrodes printed on hydrogel. , 2010, Journal of the American Chemical Society.

[187]  Tal Dvir,et al.  Tissue–electronics interfaces: from implantable devices to engineered tissues , 2018 .

[188]  K. Horch,et al.  A silicon-based, three-dimensional neural interface: manufacturing processes for an intracortical electrode array , 1991, IEEE Transactions on Biomedical Engineering.

[189]  Darren J. Martin,et al.  THE BIOCOMPATIBILITY OF CARBON NANOTUBES , 2006 .

[190]  Justin A. Blanco,et al.  Dissolvable films of silk fibroin for ultrathin conformal bio-integrated electronics. , 2010, Nature materials.

[191]  Qingwen Li,et al.  Electrochemical fabrication of carbon nanotube/polyaniline hydrogel film for all-solid-state flexible supercapacitor with high areal capacitance , 2015 .

[192]  Dukhyun Choi,et al.  Transparent and attachable ionic communicators based on self-cleanable triboelectric nanogenerators , 2018, Nature Communications.

[193]  Kip A Ludwig,et al.  Interfacing Conducting Polymer Nanotubes with the Central Nervous System: Chronic Neural Recording using Poly(3,4‐ethylenedioxythiophene) Nanotubes , 2009, Advanced materials.

[194]  Ali Khademhosseini,et al.  Hybrid hydrogels containing vertically aligned carbon nanotubes with anisotropic electrical conductivity for muscle myofiber fabrication , 2014, Scientific Reports.

[195]  Nicholas J Michelson,et al.  A Materials Roadmap to Functional Neural Interface Design , 2018, Advanced functional materials.

[196]  Giulio Ruffini,et al.  The electric field in the cortex during transcranial current stimulation , 2013, NeuroImage.

[197]  A. Albertsson,et al.  Biodegradable and electrically conducting polymers for biomedical applications , 2013 .

[198]  David C. Martin,et al.  Conducting polymers grown in hydrogel scaffolds coated on neural prosthetic devices. , 2004, Journal of biomedical materials research. Part A.

[199]  Zheng Wang,et al.  Hydrothermal synthesis of macroscopic nitrogen-doped graphene hydrogels for ultrafast supercapacitor , 2013 .

[200]  A. Michael,et al.  Brain Tissue Responses to Neural Implants Impact Signal Sensitivity and Intervention Strategies , 2014, ACS chemical neuroscience.

[201]  Z. Suo,et al.  Hydrogel ionotronics , 2018, Nature Reviews Materials.

[202]  Huipin Yuan,et al.  A Mussel-Inspired Conductive, Self-Adhesive, and Self-Healable Tough Hydrogel as Cell Stimulators and Implantable Bioelectronics. , 2017, Small.

[203]  G. Shi,et al.  Ultrahigh‐Conductivity Polymer Hydrogels with Arbitrary Structures , 2017, Advanced materials.

[204]  Karl Deisseroth,et al.  Next-generation probes, particles, and proteins for neural interfacing , 2017, Science Advances.

[205]  Changsheng Zhao,et al.  Highly hemo-compatible, mechanically strong, and conductive dual cross-linked polymer hydrogels. , 2016, Journal of materials chemistry. B.

[206]  David L. Kaplan,et al.  High‐Strength, Durable All‐Silk Fibroin Hydrogels with Versatile Processability toward Multifunctional Applications , 2018, Advanced functional materials.

[207]  Zhigang Suo,et al.  Transparent hydrogel with enhanced water retention capacity by introducing highly hydratable salt , 2014 .

[208]  Yusuf Leblebici,et al.  Electrical modeling of the cell-electrode interface for recording neural activity from high-density microelectrode arrays , 2009, Neurocomputing.

[209]  Douglas J. Bakkum,et al.  Revealing neuronal function through microelectrode array recordings , 2015, Front. Neurosci..