Organic synaptic devices for neuromorphic systems

[1]  X. Crispin,et al.  Ionic thermoelectric gating organic transistors , 2017, Nature Communications.

[2]  Yongli Gao,et al.  High‐Performance Organic Heterojunction Phototransistors Based on Highly Ordered Copper Phthalocyanine/para‐Sexiphenyl Thin Films , 2017 .

[3]  Fabien Alibart,et al.  Functional Model of a Nanoparticle Organic Memory Transistor for Use as a Spiking Synapse , 2010, IEEE Transactions on Electron Devices.

[4]  Yongli Gao,et al.  Interface degradation of perovskite solar cells and its modification using an annealing-free TiO2 NPs layer , 2016 .

[5]  Tatiana Berzina,et al.  Optimization of an organic memristor as an adaptive memory element , 2009 .

[6]  George G Malliaras,et al.  Inkjet‐Printed PEDOT:PSS Electrodes on Paper for Electrocardiography , 2017, Advanced healthcare materials.

[7]  C. Teuscher,et al.  Modeling and Experimental Demonstration of a Hopfield Network Analog-to-Digital Converter with Hybrid CMOS/Memristor Circuits , 2015, Front. Neurosci..

[8]  R. Little,et al.  Redox catalysis in organic electrosynthesis: basic principles and recent developments. , 2014, Chemical Society reviews.

[9]  George G. Malliaras,et al.  Orientation selectivity with organic photodetectors and an organic electrochemical transistor , 2016 .

[10]  W. Regehr,et al.  Short-term synaptic plasticity. , 2002, Annual review of physiology.

[11]  Fast-response and high-responsivity FAxMA(1−x)PbI3 photodetectors fabricated via doctor-blading deposition in ambient condition , 2018 .

[12]  Byung-Gook Park,et al.  Implementation of Short-Term Plasticity and Long-Term Potentiation in a Synapse Using Si-Based Type of Charge-Trap Memory , 2015, IEEE Transactions on Electron Devices.

[13]  Clara Santato,et al.  New opportunities for organic electronics and bioelectronics: ions in action , 2013 .

[14]  Chris Yakopcic,et al.  On-chip training of memristor crossbar based multi-layer neural networks , 2017, Microelectron. J..

[15]  Yongli Gao,et al.  Air-stable and High-performance Organic Field-effect Transistors Based on Ordered, Large-domain Phthalocyanine Copper Thin Film , 2015 .

[16]  Doo Seok Jeong,et al.  Towards artificial neurons and synapses: a materials point of view , 2013 .

[17]  Junliang Yang,et al.  Multi-gate organic neuron transistors for spatiotemporal information processing , 2017 .

[18]  P. Leleux,et al.  In vivo recordings of brain activity using organic transistors , 2013, Nature Communications.

[19]  Yongli Gao,et al.  High‐Performance Broadband Perovskite Photodetectors Based on CH3NH3PbI3/C8BTBT Heterojunction , 2017 .

[20]  Xiangwei Zhu,et al.  A molecular spin-photovoltaic device , 2017, Science.

[21]  H. Zeng,et al.  All Inorganic Halide Perovskites Nanosystem: Synthesis, Structural Features, Optical Properties and Optoelectronic Applications. , 2017, Small.

[22]  Benjamin C. K. Tee,et al.  Flexible polymer transistors with high pressure sensitivity for application in electronic skin and health monitoring , 2013, Nature Communications.

[23]  Haifeng Cheng,et al.  Analog memristors based on thickening/thinning of Ag nanofilaments in amorphous manganite thin films. , 2013, ACS applied materials & interfaces.

[24]  Christophe Ballif,et al.  Organometallic Halide Perovskites: Sharp Optical Absorption Edge and Its Relation to Photovoltaic Performance. , 2014, The journal of physical chemistry letters.

[25]  L. Chua Memristor-The missing circuit element , 1971 .

[26]  George G. Malliaras,et al.  Orientation selectivity in a multi-gated organic electrochemical transistor , 2016, Scientific Reports.

[27]  D. J. Carrad,et al.  Electron-beam patterning of polymer electrolyte films to make multiple nanoscale gates for nanowire transistors. , 2014, Nano letters.

[28]  R. Muller,et al.  Polymer and Organic Nonvolatile Memory Devices , 2011 .

[29]  Victor Erokhin,et al.  Stochastic hybrid 3D matrix: learning and adaptation of electrical properties , 2012 .

[30]  H. Katz Recent Advances in Semiconductor Performance and Printing Processes for Organic Transistor-Based Electronics , 2004 .

[31]  Mikkel Jørgensen,et al.  Upscaling of polymer solar cell fabrication using full roll-to-roll processing. , 2010, Nanoscale.

[32]  Daoben Zhu,et al.  A Dual‐Organic‐Transistor‐Based Tactile‐Perception System with Signal‐Processing Functionality , 2017, Advanced materials.

[33]  Caizhi Liao,et al.  Organic Semiconductors in Organic Thin-Film Transistor-Based Chemical and Biological Sensors , 2013 .

[34]  F. Pan,et al.  Frequency-dependent learning achieved using semiconducting polymer/electrolyte composite cells. , 2015, Nanoscale.

[35]  Masaru Nagai,et al.  Nanoionics‐Enabled Memristive Devices: Strategies and Materials for Neuromorphic Applications , 2017 .

[36]  Qing Wan,et al.  Inorganic proton conducting electrolyte coupled oxide-based dendritic transistors for synaptic electronics. , 2014, Nanoscale.

[37]  Wolfgang Tress,et al.  Metal Halide Perovskites as Mixed Electronic-Ionic Conductors: Challenges and Opportunities-From Hysteresis to Memristivity. , 2017, The journal of physical chemistry letters.

[38]  A. Bandyopadhyay,et al.  Tuning of nonvolatile bipolar memristive switching in Co(III) polymer with an extended azo aromatic ligand. , 2011, Journal of the American Chemical Society.

[39]  Ling-an Kong,et al.  Ion-gel gated field-effect transistors with solution-processed oxide semiconductors for bioinspired artificial synapses , 2016 .

[40]  Chun-yue Pan,et al.  Effects of 2-hexylthiophene on the performance of triphenylamine based organic dye for dye-sensitized solar cells , 2016 .

[41]  Victor Erokhin,et al.  Bio-inspired adaptive networks based on organic memristors , 2010, Nano Commun. Networks.

[42]  G. Malliaras,et al.  Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors , 2015, Advanced materials.

[43]  P. Leleux,et al.  High transconductance organic electrochemical transistors , 2013, Nature Communications.

[44]  Yue Tian,et al.  Photonic Neuromorphic Signal Processing and Computing , 2014 .

[45]  Fabien Alibart,et al.  Pattern classification by memristive crossbar circuits using ex situ and in situ training , 2013, Nature Communications.

[46]  Yongli Gao,et al.  Efficient and non-hysteresis CH3NH3PbI3/PCBM planar heterojunction solar cells , 2015 .

[47]  Richard H. Friend,et al.  Spatial control of the recombination zone in an ambipolar light-emitting organic transistor , 2006 .

[48]  Paul R. Prucnal,et al.  Recent progress in semiconductor excitable lasers for photonic spike processing , 2016 .

[49]  L. Abbott,et al.  Synaptic plasticity: taming the beast , 2000, Nature Neuroscience.

[50]  Rajesh Kumar,et al.  Spatially resolved Raman spectroelectrochemistry of solid-state polythiophene/viologen memory devices. , 2012, Journal of the American Chemical Society.

[51]  X. Miao,et al.  Activity-Dependent Synaptic Plasticity of a Chalcogenide Electronic Synapse for Neuromorphic Systems , 2014, Scientific Reports.

[52]  F. Pan,et al.  Frequency Selectivity in Pulse Responses of Pt/Poly(3-Hexylthiophene-2,5-Diyl)/Polyethylene Oxide + Li+/Pt Hetero-Junction , 2014, PloS one.

[53]  Yongli Gao,et al.  Large-area perovskite nanowire arrays fabricated by large-scale roll-to-roll micro-gravure printing and doctor blading. , 2016, Nanoscale.

[54]  Christophe Bernard,et al.  Bioelectronic neural pixel: Chemical stimulation and electrical sensing at the same site , 2016, Proceedings of the National Academy of Sciences.

[55]  Henrique L. Gomes,et al.  Whole organic electronic synapses for dopamine detection , 2016, Organic Photonics + Electronics.

[56]  Maksym V. Kovalenko,et al.  Properties and potential optoelectronic applications of lead halide perovskite nanocrystals , 2017, Science.

[57]  Asymmetric medium bandgap copolymers and narrow bandgap small-molecule acceptor with over 7% efficiency , 2017 .

[58]  A. V. Emelyanov,et al.  Hardware elementary perceptron based on polyaniline memristive devices , 2015 .

[59]  D. Dikin,et al.  High Conductivity, High Strength Solid Electrolytes Formed by in Situ Encapsulation of Ionic Liquids in Nanofibrillar Methyl Cellulose Networks. , 2016, ACS applied materials & interfaces.

[60]  Wei Huang,et al.  Long-Term Homeostatic Properties Complementary to Hebbian Rules in CuPc-Based Multifunctional Memristor , 2016, Scientific Reports.

[61]  Yuchao Yang,et al.  Nanoscale resistive switching devices: mechanisms and modeling. , 2013, Nanoscale.

[62]  K. Kashiwagi,et al.  Diethynyl naphthalene derivatives with high ionization potentials for p-channel and n-channel organic field-effect transistors , 2007 .

[63]  Yukihiro Kaneko,et al.  Supervised Learning Using Spike-Timing-Dependent Plasticity of Memristive Synapses , 2015, IEEE Transactions on Neural Networks and Learning Systems.

[64]  Farnood Merrikh-Bayat,et al.  High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[65]  Tae Whan Kim,et al.  Organic electronic synapses with pinched hystereses based on graphene quantum-dot nanocomposites , 2017 .

[66]  J. Cho,et al.  Lead-Free Perovskite Nanocrystals for Light-Emitting Devices. , 2018, The journal of physical chemistry letters.

[67]  X. Crispin,et al.  Thermoelectric Polymers and their Elastic Aerogels , 2016, Advanced materials.

[68]  Run‐Wei Li,et al.  Organic Biomimicking Memristor for Information Storage and Processing Applications , 2016 .

[69]  Qing Wan,et al.  Artificial synapse network on inorganic proton conductor for neuromorphic systems. , 2014, Nature communications.

[70]  F. Zhuge,et al.  Ultrasensitive Memristive Synapses Based on Lightly Oxidized Sulfide Films , 2017, Advanced materials.

[71]  Jing Guo,et al.  Emulating Bilingual Synaptic Response Using a Junction-Based Artificial Synaptic Device. , 2017, ACS nano.

[72]  Wei Lu,et al.  Short-term Memory to Long-term Memory Transition in a Nanoscale Memristor , 2022 .

[73]  T. Insel,et al.  The NIH BRAIN Initiative , 2013, Science.

[74]  F. Zeng,et al.  Synaptic plasticity and learning behaviours mimicked through Ag interface movement in an Ag/conducting polymer/Ta memristive system , 2013 .

[75]  Jonathan R. Whitlock,et al.  Learning Induces Long-Term Potentiation in the Hippocampus , 2006, Science.

[76]  Chung-Chih Wu,et al.  Ink-jet printing of doped polymers for organic light emitting devices , 1998 .

[77]  M. Grätzel,et al.  Sequential deposition as a route to high-performance perovskite-sensitized solar cells , 2013, Nature.

[78]  Nicolas Locatelli,et al.  Learning through ferroelectric domain dynamics in solid-state synapses , 2017, Nature Communications.

[79]  Yongfang Li,et al.  An asymmetric small molecule based on thieno[2,3-f]benzofuran for efficient organic solar cells , 2016 .

[80]  Byung-Gook Park,et al.  Analog Synaptic Behavior of a Silicon Nitride Memristor. , 2017, ACS applied materials & interfaces.

[81]  Yaping Zang,et al.  Device Engineered Organic Transistors for Flexible Sensing Applications , 2016, Advanced materials.

[82]  Joseph E LeDoux,et al.  Structural plasticity and memory , 2004, Nature Reviews Neuroscience.

[83]  N. Armstrong,et al.  Influence of surface reactions and ionization gradients on junction properties of F16PcZn , 1998 .

[84]  T. Someya,et al.  Flexible organic transistors and circuits with extreme bending stability. , 2010, Nature materials.

[85]  Zhuang Kong,et al.  Conducting‐Polymer‐Based Materials for Electrochemical Energy Conversion and Storage , 2017, Advanced materials.

[86]  Lin Gan,et al.  Photonic Potentiation and Electric Habituation in Ultrathin Memristive Synapses Based on Monolayer MoS2. , 2018, Small.

[87]  Jianwen Zhao,et al.  Printed Neuromorphic Devices Based on Printed Carbon Nanotube Thin‐Film Transistors , 2017 .

[88]  Yongli Gao,et al.  Fullerene (C60) interlayer modification on the electronic structure and the film growth of 2,7-diocty[1]benzothieno-[3,2-b]benzothiophene on SiO2 , 2017 .

[89]  Fabien Alibart,et al.  Low voltage and time constant organic synapse-transistor , 2015, ArXiv.

[90]  Shimeng Yu,et al.  A Low Energy Oxide‐Based Electronic Synaptic Device for Neuromorphic Visual Systems with Tolerance to Device Variation , 2013, Advanced materials.

[91]  Masaki Nakano,et al.  Endeavor of Iontronics: From Fundamentals to Applications of Ion‐Controlled Electronics , 2017, Advanced materials.

[92]  Qi Chen,et al.  Improved air stability of perovskite solar cells via solution-processed metal oxide transport layers. , 2016, Nature nanotechnology.

[93]  Zhengguo Xiao,et al.  Energy‐Efficient Hybrid Perovskite Memristors and Synaptic Devices , 2016 .

[94]  M. Marinella,et al.  A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing. , 2017, Nature materials.

[95]  Tsutomu Miyasaka,et al.  Organometal halide perovskites as visible-light sensitizers for photovoltaic cells. , 2009, Journal of the American Chemical Society.

[96]  Yi Yang,et al.  Graphene Dynamic Synapse with Modulatable Plasticity. , 2015, Nano letters.

[97]  Giovanni De Micheli,et al.  Fully Integrated Biochip Platforms for Advanced Healthcare , 2012, Sensors.

[98]  Padhraic Mulligan,et al.  Sensitive X-ray detectors made of methylammonium lead tribromide perovskite single crystals , 2016, Nature Photonics.

[99]  Fei Zeng,et al.  Resistive switching induced by metallic filaments formation through poly(3,4-ethylene-dioxythiophene):poly(styrenesulfonate). , 2012, ACS applied materials & interfaces.

[100]  Yongli Gao,et al.  Solution-processed natural gelatin was used as a gate dielectric for the fabrication of oxide field-effect transistors , 2016 .

[101]  Jane P. Chang,et al.  Effect of molecular ordering on spin and charge injection in rubrene , 2009 .

[102]  T. Bliss,et al.  A synaptic model of memory: long-term potentiation in the hippocampus , 1993, Nature.

[103]  Kyriaki Manoli,et al.  Organic field-effect transistor sensors: a tutorial review. , 2013, Chemical Society reviews.

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

[105]  Yongli Gao,et al.  Interfacial electronic structure at the CH3NH3PbI3/MoOx interface , 2015 .

[106]  Qing Wan,et al.  Proton‐Conducting Graphene Oxide‐Coupled Neuron Transistors for Brain‐Inspired Cognitive Systems , 2015, Advanced materials.

[107]  Kaushik Roy,et al.  Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning , 2016, Scientific Reports.

[108]  George G. Malliaras,et al.  Neuromorphic device architectures with global connectivity through electrolyte gating , 2017, Nature Communications.

[109]  Yun-Hwei Shen,et al.  Laser sealing of organic light-emitting diode using low melting temperature glass frit , 2017 .

[110]  Ji’an Duan,et al.  Investigation on optical and photoluminescence properties of organic semiconductor Al-Alq3 thin films for organic light-emitting diodes application , 2017 .

[111]  T. Someya,et al.  Conformable, flexible, large-area networks of pressure and thermal sensors with organic transistor active matrixes. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[112]  E. Vianello,et al.  Bio-Inspired Stochastic Computing Using Binary CBRAM Synapses , 2013, IEEE Transactions on Electron Devices.

[113]  O. Cueto,et al.  Physical aspects of low power synapses based on phase change memory devices , 2012 .

[114]  Torahiko Ando,et al.  Macromolecular electronic device: Field-effect transistor with a polythiophene thin film , 1986 .

[115]  Wei D. Lu,et al.  Sparse coding with memristor networks. , 2017, Nature nanotechnology.

[116]  C. Keplinger,et al.  25th Anniversary Article: A Soft Future: From Robots and Sensor Skin to Energy Harvesters , 2013, Advanced materials.

[117]  Alex Ming Shen,et al.  A Carbon Nanotube Synapse with Dynamic Logic and Learning , 2013, Advanced materials.

[118]  Yongli Gao,et al.  Large-area and high-performance CH3NH3PbI3 perovskite photodetectors fabricated via doctor blading in ambient condition , 2017 .

[119]  Fei Zeng,et al.  Learning processes modulated by the interface effects in a Ti/conducting polymer/Ti resistive switching cell , 2014 .

[120]  J. Andre,et al.  Influence of dioxygen on the junction properties of metallophthalocyanine based devices , 1983 .

[121]  Yongli Gao,et al.  Electronic structure evolution of fullerene on CH3NH3PbI3 , 2015 .

[122]  Farnood Merrikh-Bayat,et al.  Training and operation of an integrated neuromorphic network based on metal-oxide memristors , 2014, Nature.

[123]  P. Chan,et al.  Flexible organic transistors on standard printing paper and memory properties induced by floated gate electrode , 2014 .

[124]  Yang Hui Liu,et al.  Freestanding Artificial Synapses Based on Laterally Proton‐Coupled Transistors on Chitosan Membranes , 2015, Advanced materials.

[125]  Run-Wei Li,et al.  An organic terpyridyl-iron polymer based memristor for synaptic plasticity and learning behavior simulation , 2016 .

[126]  L. Abbott,et al.  Synaptic computation , 2004, Nature.

[127]  Yongli Gao,et al.  Electronic structure evolution and energy level alignment at C60/4,4′-cyclohexylidenebis[N,N-bis(4-methylphenyl) benzenamine]/MoOx/indium tin oxide interfaces , 2014 .

[128]  F. Attneave,et al.  The Organization of Behavior: A Neuropsychological Theory , 1949 .

[129]  John von Neumann,et al.  First draft of a report on the EDVAC , 1993, IEEE Annals of the History of Computing.

[130]  T. Morie,et al.  Three-terminal ferroelectric synapse device with concurrent learning function for artificial neural networks , 2012 .

[131]  Christophe Bernard,et al.  Controlling Epileptiform Activity with Organic Electronic Ion Pumps , 2015, Advanced materials.

[132]  Ho Won Jang,et al.  Inhibition of Ion Migration for Reliable Operation of Organolead Halide Perovskite‐Based Metal/Semiconductor/Metal Broadband Photodetectors , 2016 .

[133]  Improvement of CH 3 NH 3 PbI 3 thin film using the additive 1,8-diiodooctane for planar heterojunction perovskite cells , 2017 .

[134]  George G. Malliaras,et al.  Synaptic plasticity functions in an organic electrochemical transistor , 2015 .

[135]  Myung-Han Yoon,et al.  Synaptic organic transistors with a vacuum-deposited charge-trapping nanosheet , 2016, Scientific Reports.

[136]  Douglas L. Jones,et al.  Stochastic Networked Computation , 2010, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[137]  T. Hasegawa,et al.  Short-term plasticity and long-term potentiation mimicked in single inorganic synapses. , 2011, Nature materials.

[138]  D. Querlioz,et al.  Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices , 2013, IEEE Transactions on Nanotechnology.

[139]  Yongli Gao,et al.  Organic field-effect transistor and its photoresponse using a benzo[1,2-b:4,5-b′]difuran-based donor–acceptor conjugated polymer , 2014 .

[140]  Qingfeng Dong,et al.  Electron-hole diffusion lengths > 175 μm in solution-grown CH3NH3PbI3 single crystals , 2015, Science.

[141]  Stergios Logothetidis,et al.  Flexible organic electronic devices: Materials, process and applications , 2008 .

[142]  Ying Zhu,et al.  Rectification‐Regulated Memristive Characteristics in Electron‐Type CuPc‐Based Element for Electrical Synapse , 2017 .

[143]  Yaping Zang,et al.  Flexible and self-powered temperature–pressure dual-parameter sensors using microstructure-frame-supported organic thermoelectric materials , 2015, Nature Communications.

[144]  Hangbing Lv,et al.  Electronic imitation of behavioral and psychological synaptic activities using TiOx/Al2O3-based memristor devices. , 2017, Nanoscale.

[145]  Jian Shi,et al.  A correlated nickelate synaptic transistor , 2013, Nature Communications.

[146]  Yang Yang,et al.  A polymer tandem solar cell with 10.6% power conversion efficiency , 2013, Nature Communications.

[147]  Xue-Bing Yin,et al.  Synaptic Metaplasticity Realized in Oxide Memristive Devices , 2016, Advanced materials.

[148]  S. J. Martin,et al.  Synaptic plasticity and memory: an evaluation of the hypothesis. , 2000, Annual review of neuroscience.

[149]  Jian Pei,et al.  Highly stable organic polymer field-effect transistor sensor for selective detection in the marine environment , 2014, Nature Communications.

[150]  Fabien Alibart,et al.  Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors , 2013, Neural Computation.

[151]  V. Cimrová,et al.  New m-alkoxy-p-fluorophenyl difluoroquinoxaline based polymers in efficient fullerene solar cells with high fill factor , 2017 .

[152]  Hossam Haick,et al.  Advanced Materials for Health Monitoring with Skin‐Based Wearable Devices , 2017, Advanced healthcare materials.

[153]  Degradation behavior of planar heterojunction CH3NH3PbI3 perovskite solar cells , 2017 .

[154]  Jiyoul Lee,et al.  Printable ion-gel gate dielectrics for low-voltage polymer thin-film transistors on plastic. , 2008, Nature materials.

[155]  Junliang Yang,et al.  Roll-to-roll micro-gravure printed large-area zinc oxide thin film as the electron transport layer for solution-processed polymer solar cells , 2017 .

[156]  Themis Prodromakis,et al.  Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning , 2016, Front. Neurosci..

[157]  Qing Wan,et al.  Artificial Synapses Based on in-Plane Gate Organic Electrochemical Transistors. , 2016, ACS applied materials & interfaces.

[158]  Xiang Qi,et al.  Synthesis, properties, and optical applications of low-dimensional perovskites. , 2016, Chemical communications.

[159]  Jia Sun,et al.  Spatially-correlated neuron transistors with ion-gel gating for brain-inspired applications , 2017 .

[160]  Wenping Hu,et al.  25th Anniversary Article: Key Points for High‐Mobility Organic Field‐Effect Transistors , 2013, Advanced materials.

[161]  Jianquan Yao,et al.  Ambipolar Quantum-Dot-Based Low-Voltage Nonvolatile Memory with Double Floating Gates , 2017 .

[162]  A. Paccagnella,et al.  Present and Future Non-Volatile Memories for Space , 2010, IEEE Transactions on Nuclear Science.

[163]  Daoben Zhu,et al.  Semiconducting π-conjugated systems in field-effect transistors: a material odyssey of organic electronics. , 2012, Chemical reviews.

[164]  Byung-Gook Park,et al.  3-D Floating-Gate Synapse Array With Spike-Time-Dependent Plasticity , 2018, IEEE Transactions on Electron Devices.

[165]  Yongli Gao,et al.  Evolution of the electronic structure of C60/La0.67Sr0.33MnO3 interface , 2016 .

[166]  Zhiping Xu,et al.  Carbonized Silk Fabric for Ultrastretchable, Highly Sensitive, and Wearable Strain Sensors , 2016, Advanced materials.

[167]  Junliang Yang,et al.  Chitosan-gated low-voltage transparent indium-free aluminum-doped zinc oxide thin-film transistors , 2016 .

[168]  Xiaodong Chen,et al.  Sericin for Resistance Switching Device with Multilevel Nonvolatile Memory , 2013, Advanced materials.

[169]  Yukihiro Kaneko,et al.  Ferroelectric Artificial Synapses for Recognition of a Multishaded Image , 2014, IEEE Transactions on Electron Devices.

[170]  Takao Someya,et al.  A large-area, flexible pressure sensor matrix with organic field-effect transistors for artificial skin applications. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[171]  Yongli Gao,et al.  Irreversible light-soaking effect of perovskite solar cells caused by light-induced oxygen vacancies in titanium oxide , 2017 .

[172]  J. Yang,et al.  Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing. , 2017, Nature materials.

[173]  Zhenan Bao,et al.  Ultra-high mobility transparent organic thin film transistors grown by an off-centre spin-coating method , 2014, Nature Communications.

[174]  Yongli Gao,et al.  Controllable thin-film morphology and structure for 2,7-dioctyl[1]benzothieno[3,2-b][1]benzothiophene (C8BTBT) based organic field-effect transistors , 2016 .

[175]  M. Sitti,et al.  Soft Actuators for Small‐Scale Robotics , 2017, Advanced materials.

[176]  Yongseok Jun,et al.  Controlled dissolution of polystyrene nanobeads: transition from liquid electrolyte to gel electrolyte. , 2012, Nano letters.

[177]  G. Buzsáki,et al.  NeuroGrid: recording action potentials from the surface of the brain , 2014, Nature Neuroscience.

[178]  I. Bruce,et al.  Modeling of spiking analog neural circuits using organic semiconductor thin film transistors with silicon oxide nitride semiconductor gates , 2012 .

[179]  Indranil Saha,et al.  journal homepage: www.elsevier.com/locate/neucom , 2022 .

[180]  A. P. Silva,et al.  Coordination chemistry for information acquisition and processing , 2016 .

[181]  G. Bi,et al.  Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type , 1998, The Journal of Neuroscience.

[182]  W. Xu,et al.  Organic field-effect transistors based on pyridine-terminated tetrathiafulvalene (TTF) derivatives , 2016 .

[183]  Fabrice Labeau,et al.  Nanowire FET Based Neural Element for Robotic Tactile Sensing Skin , 2017, Front. Neurosci..

[184]  Junliang Yang,et al.  Polymer–electrolyte-gated nanowire synaptic transistors for neuromorphic applications , 2017 .

[185]  Sungho Kim,et al.  Pattern Recognition Using Carbon Nanotube Synaptic Transistors with an Adjustable Weight Update Protocol. , 2017, ACS nano.

[186]  Quankang Wang,et al.  A Bioinspired Mineral Hydrogel as a Self‐Healable, Mechanically Adaptable Ionic Skin for Highly Sensitive Pressure Sensing , 2017, Advanced materials.

[187]  Massimiliano Di Ventra,et al.  Neuromorphic, Digital, and Quantum Computation With Memory Circuit Elements , 2010, Proceedings of the IEEE.

[188]  Wei Lu,et al.  The future of electronics based on memristive systems , 2018, Nature Electronics.

[189]  D. Jeong,et al.  Memristors for Energy‐Efficient New Computing Paradigms , 2016 .

[190]  Chung Lam,et al.  Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array , 2014, Front. Neurosci..

[191]  Yongli Gao,et al.  Qualifying composition dependent p and n self-doping in CH3NH3PbI3 , 2014 .

[192]  T. Someya,et al.  Stretchable, Large‐area Organic Electronics , 2010, Advanced materials.

[193]  Wuhong Xue,et al.  Synaptic plasticity and learning behaviours in flexible artificial synapse based on polymer/viologen system , 2016 .

[194]  A. Dodabalapur,et al.  A soluble and air-stable organic semiconductor with high electron mobility , 2000, Nature.

[195]  Zhiyong Li,et al.  Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions , 2010, Advanced materials.

[196]  Yongfang Li,et al.  Synthesis and photovoltaic properties of alkylthio phenyl substituted benzodifuran (BDF)-based conjugated polymers , 2017 .

[197]  Hui Jin,et al.  Efficient, Large Area ITO‐and‐PEDOT‐free Organic Solar Cell Sub‐modules , 2012, Advanced materials.

[198]  R. Shapley,et al.  Dynamics of Orientation Selectivity in the Primary Visual Cortex and the Importance of Cortical Inhibition , 2003, Neuron.

[199]  Robert Legenstein,et al.  A compound memristive synapse model for statistical learning through STDP in spiking neural networks , 2014, Front. Neurosci..

[200]  Synthesis and nonvolatile memristive switching effect of a donor–acceptor structured oligomer , 2015 .

[201]  J. Teuscher,et al.  Efficient Hybrid Solar Cells Based on Meso-Superstructured Organometal Halide Perovskites , 2012, Science.

[202]  D. Stewart,et al.  The missing memristor found , 2008, Nature.

[203]  Byoungil Lee,et al.  Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing. , 2012, Nano letters.

[204]  Ivan K Schuller,et al.  Comparative gas sensing in cobalt, nickel, copper, zinc, and metal-free phthalocyanine chemiresistors. , 2009, Journal of the American Chemical Society.

[205]  Youngjune Park,et al.  Artificial Synapses with Short- and Long-Term Memory for Spiking Neural Networks Based on Renewable Materials. , 2017, ACS nano.

[206]  Ling-an Kong,et al.  Long-term synaptic plasticity simulated in ionic liquid/polymer hybrid electrolyte gated organic transistors , 2017 .

[207]  Byung-Gook Park,et al.  Silicon-Based Floating-Body Synaptic Transistor With Frequency-Dependent Short- and Long-Term Memories , 2016, IEEE Electron Device Letters.

[208]  Masakazu Aono,et al.  A Polymer‐Electrolyte‐Based Atomic Switch , 2011 .

[209]  Fabien Alibart,et al.  Plasticity in memristive devices for spiking neural networks , 2015, Front. Neurosci..

[210]  Tae Whan Kim,et al.  Highly-reproducible nonvolatile memristive devices based on polyvinylpyrrolidone: Graphene quantum-dot nanocomposites , 2017 .

[211]  Yongli Gao,et al.  Efficient electron-blocking layer-free planar heterojunction perovskite solar cells with a high open-circuit voltage , 2015 .

[212]  Zhenan Bao,et al.  Soluble and processable regioregular poly(3‐hexylthiophene) for thin film field‐effect transistor applications with high mobility , 1996 .

[213]  Jianning Ding,et al.  Paired-pulse facilitation achieved in protonic/electronic hybrid indium gallium zinc oxide synaptic transistors , 2015 .

[214]  Yongli Gao,et al.  Multi-Level Nonvolatile Organic Photomemory based on Vanadyl-Phthalocyanine/para-Sexiphenyl Heterojunctions , 2017 .

[215]  Magnus Berggren,et al.  Organic Bioelectronics: Bridging the Signaling Gap between Biology and Technology. , 2016, Chemical Reviews.

[216]  Zhenan Bao,et al.  Doped Organic Transistors. , 2016, Chemical reviews.

[217]  C. Gamrat,et al.  An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse , 2009, 0907.2540.

[218]  S. K. Tripathi,et al.  Effect of Ag doping and insulator buffer layer on the memory mechanism of polymer nanocomposites , 2015 .

[219]  Xiaodong Chen,et al.  Bioengineered tunable memristor based on protein nanocage. , 2014, Small.

[220]  H. Sompolinsky,et al.  Theory of orientation tuning in visual cortex. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[221]  Nancy Y. Ip,et al.  China Brain Project: Basic Neuroscience, Brain Diseases, and Brain-Inspired Computing , 2016, Neuron.

[222]  M. Bear,et al.  Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[223]  Lidong Li,et al.  Organic semiconductor memory devices based on a low-band gap polyfluorene derivative with isoindigo as electron-trapping moieties , 2011 .

[224]  A. Pauly,et al.  Influence of peripheral electron-withdrawing substituents on the conductivity of zinc phthalocyanine in the presence of gases. Part 2 : oxidizing gases , 1998 .

[225]  Audrius V. Avizienis,et al.  Emergent Criticality in Complex Turing B‐Type Atomic Switch Networks , 2012, Advanced materials.

[226]  Hyunsang Hwang,et al.  Organic core-sheath nanowire artificial synapses with femtojoule energy consumption , 2016, Science Advances.

[227]  Wentao Xu,et al.  Organometal Halide Perovskite Artificial Synapses , 2016, Advanced materials.

[228]  Jang-Sik Lee,et al.  Short-Term Plasticity and Long-Term Potentiation in Artificial Biosynapses with Diffusive Dynamics. , 2018, ACS nano.

[229]  S. Ha,et al.  Adaptive oxide electronics: A review , 2011 .

[230]  Mengqiu Long,et al.  Spin filter type transformation in Sn-phthalocyanine , 2017 .

[231]  Fabien Alibart,et al.  A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing , 2011, ArXiv.

[232]  Dominique Vuillaume,et al.  Electrolyte-gated organic synapse transistor interfaced with neurons , 2016, 1608.01191.

[233]  Yongli Gao,et al.  Stable monolithic hole-conductor-free perovskite solar cells using TiO2 nanoparticle binding carbon films , 2017 .

[234]  Carver A. Mead,et al.  A single-transistor silicon synapse , 1996 .