Photonic Memristor for Future Computing: A Perspective

[1]  Di Chen,et al.  An Artificial Flexible Visual Memory System Based on an UV‐Motivated Memristor , 2018, Advanced materials.

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

[3]  Ru Huang,et al.  Light‐Tunable Nonvolatile Memory Characteristics in Photochromic RRAM , 2017 .

[4]  Ye Wu,et al.  Capping CsPbBr3 with ZnO to improve performance and stability of perovskite memristors , 2017, Nano Research.

[5]  Jirong Sun,et al.  Photoresponse of the Schottky junction Au/SrTiO3:Nb in different resistive states , 2008 .

[6]  Yan Wang,et al.  Near-Infrared Annihilation of Conductive Filaments in Quasiplane MoSe2 /Bi2 Se3 Nanosheets for Mimicking Heterosynaptic Plasticity. , 2019, Small.

[7]  Li Zhou,et al.  Recent Advances of Flexible Data Storage Devices Based on Organic Nanoscaled Materials. , 2018, Small.

[8]  Aitian Chen,et al.  Light‐Responsive Ion‐Redistribution‐Induced Resistive Switching in Hybrid Perovskite Schottky Junctions , 2017 .

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

[10]  Wei Ou-Yang,et al.  High‐Performance Inorganic Perovskite Quantum Dot–Organic Semiconductor Hybrid Phototransistors , 2017, Advanced materials.

[11]  Liming Ding,et al.  A lead-free two-dimensional perovskite for a high-performance flexible photoconductor and a light-stimulated synaptic device. , 2018, Nanoscale.

[12]  Angus I. Kingon,et al.  Ions Matter: Description of the Anomalous Electronic Behavior in Methylammonium Lead Halide Perovskite Devices , 2017 .

[13]  Wei Lu,et al.  Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics , 2015 .

[14]  Swastik Kar,et al.  Voltage-switchable photocurrents in single-walled carbon nanotube–silicon junctions for analog and digital optoelectronics , 2014, Nature Photonics.

[15]  Yunqi Liu,et al.  A Retina‐Like Dual Band Organic Photosensor Array for Filter‐Free Near‐Infrared‐to‐Memory Operations , 2017, Advanced materials.

[16]  Shimeng Yu,et al.  Ultra-low-energy three-dimensional oxide-based electronic synapses for implementation of robust high-accuracy neuromorphic computation systems. , 2014, ACS nano.

[17]  Harish Bhaskaran,et al.  On-chip photonic synapse , 2017, Science Advances.

[18]  Yan Wang,et al.  Biological Spiking Synapse Constructed from Solution Processed Bimetal Core-Shell Nanoparticle Based Composites. , 2018, Small.

[19]  A. Sher,et al.  Photovoltaic Retinal Prosthesis with High Pixel Density , 2012, Nature Photonics.

[20]  Yongsuk Choi,et al.  Optoelectronic Synapse Based on IGZO‐Alkylated Graphene Oxide Hybrid Structure , 2018, Advanced Functional Materials.

[21]  Arindam Basu,et al.  Synergistic Gating of Electro‐Iono‐Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity , 2018, Advanced materials.

[22]  Gunuk Wang,et al.  Photonic Organolead Halide Perovskite Artificial Synapse Capable of Accelerated Learning at Low Power Inspired by Dopamine‐Facilitated Synaptic Activity , 2018, Advanced Functional Materials.

[23]  Investigation of Time–Dependent Resistive Switching Behaviors of Unipolar Nonvolatile Organic Memory Devices , 2018, Advanced Functional Materials.

[24]  J. Yang,et al.  Truly Electroforming‐Free and Low‐Energy Memristors with Preconditioned Conductive Tunneling Paths , 2017 .

[25]  Alfred Russel Wallace.  Monkeys , 2020, Encyclopedia of Personality and Individual Differences.

[26]  Su‐Ting Han,et al.  A bio-inspired electronic synapse using solution processable organic small molecule , 2019 .

[27]  Taeghwan Hyeon,et al.  Ultra‐Wideband Multi‐Dye‐Sensitized Upconverting Nanoparticles for Information Security Application , 2017, Advanced materials.

[28]  D. Ielmini,et al.  Logic Computing with Stateful Neural Networks of Resistive Switches , 2018, Advanced materials.

[29]  Manuel Le Gallo,et al.  Stochastic phase-change neurons. , 2016, Nature nanotechnology.

[30]  Yihong Wu,et al.  An Optoelectronic Resistive Switching Memory with Integrated Demodulating and Arithmetic Functions , 2015, Advanced materials.

[31]  Zhenan Bao,et al.  Stretchable organic optoelectronic sensorimotor synapse , 2018, Science Advances.

[32]  K. Paller,et al.  Observing the transformation of experience into memory , 2002, Trends in Cognitive Sciences.

[33]  Youyong Li,et al.  Tailoring of Molecular Planarity to Reduce Charge Injection Barrier for High‐Performance Small‐Molecule‐Based Ternary Memory Device with Low Threshold Voltage , 2012, Advanced materials.

[34]  Xiaoning Zhao,et al.  Biodegradable Natural Pectin-Based Flexible Multilevel Resistive Switching Memory for Transient Electronics. , 2018, Small.

[35]  J Joshua Yang,et al.  Memristive devices for computing. , 2013, Nature nanotechnology.

[36]  David-Wei Zhang,et al.  A MoS2/PTCDA Hybrid Heterojunction Synapse with Efficient Photoelectric Dual Modulation and Versatility , 2018, Advanced materials.

[37]  Wei D. Lu,et al.  Iodine Vacancy Redistribution in Organic–Inorganic Halide Perovskite Films and Resistive Switching Effects , 2017, Advanced materials.

[38]  Rong Zhang,et al.  A light-stimulated synaptic device based on graphene hybrid phototransistor , 2017 .

[39]  J. Ou,et al.  Optical Gating of Graphene on Photoconductive Fe:LiNbO3. , 2018, ACS nano.

[40]  R. Dittmann,et al.  Redox‐Based Resistive Switching Memories – Nanoionic Mechanisms, Prospects, and Challenges , 2009, Advanced materials.

[41]  Weisheng Zhao,et al.  Two‐Terminal Carbon Nanotube Programmable Devices for Adaptive Architectures , 2010, Advanced materials.

[42]  Lifeng Liu,et al.  Direct Observations of Nanofilament Evolution in Switching Processes in HfO2‐Based Resistive Random Access Memory by In Situ TEM Studies , 2017, Advanced materials.

[43]  Young Min Song,et al.  Human eye-inspired soft optoelectronic device using high-density MoS2-graphene curved image sensor array , 2017, Nature Communications.

[44]  R. H. Kim,et al.  One‐Step All‐Solution‐Based Au–GO Core–Shell Nanosphere Active Layers in Nonvolatile ReRAM Devices , 2017 .

[45]  Yi Ren,et al.  Toward non-volatile photonic memory: concept, material and design , 2018 .

[46]  Yingli Chu,et al.  Light-Stimulated Synaptic Devices Utilizing Interfacial Effect of Organic Field-Effect Transistors. , 2018, ACS applied materials & interfaces.

[47]  Yanlin Song,et al.  Multilevel conductance switching of memory device through photoelectric effect. , 2012, Journal of the American Chemical Society.

[48]  Qi Liu,et al.  Controllable growth of nanoscale conductive filaments in solid-electrolyte-based ReRAM by using a metal nanocrystal covered bottom electrode. , 2010, ACS nano.

[49]  Dwipak Prasad Sahu,et al.  Remote control of resistive switching in TiO2 based resistive random access memory device , 2017, Scientific Reports.

[50]  P. Zhou,et al.  Self‐Assembled Networked PbS Distribution Quantum Dots for Resistive Switching and Artificial Synapse Performance Boost of Memristors , 2018, Advanced materials.

[51]  Xiao Wei Sun,et al.  A Versatile Light‐Switchable Nanorod Memory: Wurtzite ZnO on Perovskite SrTiO3 , 2013 .

[52]  Ho Won Jang,et al.  Organolead Halide Perovskites for Low Operating Voltage Multilevel Resistive Switching , 2016, Advanced materials.

[53]  D. Kwong,et al.  A dynamic random access memory based on a conjugated copolymer containing electron-donor and -acceptor moieties. , 2006, Angewandte Chemie.

[54]  Chang Ming Li,et al.  Light‐Controlled Simultaneous Resistive and Ferroelectricity Switching Effects of BiFeO3 Film for a Flexible Multistate High‐Storage Memory Device , 2016 .

[55]  Qingfeng Dong,et al.  Giant switchable photovoltaic effect in organometal trihalide perovskite devices. , 2015, Nature materials.

[56]  W. Lu,et al.  Optogenetics-Inspired Tunable Synaptic Functions in Memristors. , 2018, ACS nano.

[57]  T. Zhai,et al.  Large‐Size Growth of Ultrathin SnS2 Nanosheets and High Performance for Phototransistors , 2016 .

[58]  Lei Liu,et al.  Two-dimensional multibit optoelectronic memory with broadband spectrum distinction , 2018, Nature Communications.

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

[60]  Wei Yang Lu,et al.  Nanoscale memristor device as synapse in neuromorphic systems. , 2010, Nano letters.

[61]  Feng Wang,et al.  An upconverted photonic nonvolatile memory , 2014, Nature Communications.

[62]  Lief E. Fenno,et al.  The development and application of optogenetics. , 2011, Annual review of neuroscience.

[63]  Mehmet Atilla Tasdelen,et al.  Light-induced click reactions. , 2013, Angewandte Chemie.

[64]  Su‐Ting Han,et al.  Phototunable Biomemory Based on Light‐Mediated Charge Trap , 2018, Advanced science.

[65]  J. Yang,et al.  Robust memristors based on layered two-dimensional materials , 2018, 1801.00530.

[66]  Cheol‐Hee Kim,et al.  Optogenetic control of endogenous Ca2+ channels in vivo , 2015, Nature Biotechnology.

[67]  F. Xia,et al.  Anisotropic Black Phosphorus Synaptic Device for Neuromorphic Applications , 2016, Advanced materials.

[68]  D. Clapham,et al.  Calcium Signaling , 2007, Cell.

[69]  Li Jiang,et al.  Memristive Synapses with Photoelectric Plasticity Realized in ZnO1-x/AlOy Heterojunction. , 2018, ACS applied materials & interfaces.

[70]  Karl Deisseroth,et al.  Optogenetics in Neural Systems , 2011, Neuron.

[71]  Masahiro Irie,et al.  Organic chemistry: A digital fluorescent molecular photoswitch , 2002, Nature.

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

[73]  Yuchao Yang,et al.  Probing memristive switching in nanoionic devices , 2018 .

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

[75]  Yuchao Yang,et al.  Nonassociative learning implementation by a single memristor-based multi-terminal synaptic device. , 2016, Nanoscale.

[76]  Yan Wang,et al.  Light-Stimulated Synaptic Transistors Fabricated by a Facile Solution Process Based on Inorganic Perovskite Quantum Dots and Organic Semiconductors. , 2019, Small.

[77]  Cheng-Liang Liu,et al.  Donor–acceptor polymers for advanced memory device applications , 2011 .

[78]  Behrad Gholipour,et al.  Amorphous Metal‐Sulphide Microfibers Enable Photonic Synapses for Brain‐Like Computing , 2015 .

[79]  Edward H. Sargent,et al.  Photovoltage field-effect transistors , 2017, Nature.

[80]  Q. Vu,et al.  Two‐Terminal Multibit Optical Memory via van der Waals Heterostructure , 2018, Advanced materials.

[81]  Chengyuan Wang,et al.  Synthesis, characterization, and nonvolatile ternary memory behavior of a larger heteroacene with nine linearly fused rings and two different heteroatoms. , 2013, Journal of the American Chemical Society.

[82]  Wei Huang,et al.  Controllable Organic Resistive Switching Achieved by One‐Step Integration of Cone‐Shaped Contact , 2017, Advanced materials.

[83]  Joondong Kim,et al.  All-Oxide-Based Highly Transparent Photonic Synapse for Neuromorphic Computing. , 2018, ACS applied materials & interfaces.

[84]  Eric Pop,et al.  Electronic synapses made of layered two-dimensional materials , 2018, Nature Electronics.

[85]  Ming Liu,et al.  Light-Gated Memristor with Integrated Logic and Memory Functions. , 2017, ACS nano.

[86]  Guochun Yang,et al.  Photocatalytic Reduction of Graphene Oxide-TiO2 Nanocomposites for Improving Resistive-Switching Memory Behaviors. , 2018, Small.

[87]  Dirk Englund,et al.  Deep learning with coherent nanophotonic circuits , 2017, 2017 Fifth Berkeley Symposium on Energy Efficient Electronic Systems & Steep Transistors Workshop (E3S).

[88]  Caofeng Pan,et al.  Flexible Photodetector Arrays Based on Patterned CH3NH3PbI3−xClx Perovskite Film for Real‐Time Photosensing and Imaging , 2018, Advanced materials.

[89]  Yi Yang,et al.  A novel artificial synapse with dual modes using bilayer graphene as the bottom electrode. , 2017, Nanoscale.

[90]  Ye Zhou,et al.  Artificial synapses emulated through a light mediated organic–inorganic hybrid transistor , 2019, Journal of Materials Chemistry C.

[91]  Hua Zhang.  Ultrathin Two-Dimensional Nanomaterials. , 2015, ACS nano.

[92]  Wei D. Lu,et al.  On‐Demand Reconfiguration of Nanomaterials: When Electronics Meets Ionics , 2018, Advanced materials.

[93]  Zhijun Zhang,et al.  Near‐Infrared Manipulation of Membrane Ion Channels via Upconversion Optogenetics , 2018, Advanced biosystems.

[94]  Xing-jie Liang,et al.  Y2O3 Nanoparticles Caused Bone Tissue Damage by Breaking the Intracellular Phosphate Balance in Bone Marrow Stromal Cells. , 2018, ACS nano.

[95]  Seongjun Park,et al.  Two-terminal floating-gate memory with van der Waals heterostructures for ultrahigh on/off ratio , 2016, Nature Communications.

[96]  Katherine A Mazzio,et al.  The future of organic photovoltaics. , 2015, Chemical Society reviews.

[97]  Weida Hu,et al.  Photogating in Low Dimensional Photodetectors , 2017, Advanced science.

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

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

[100]  Yang Li,et al.  Towards Highly-Efficient Phototriggered Data Storage by Utilizing a Diketopyrrolopyrrole-Based Photoelectronic Small Molecule. , 2016, Chemistry, an Asian journal.

[101]  Youyong Li,et al.  Programmable Negative Differential Resistance Effects Based on Self‐Assembled Au@PPy Core–Shell Nanoparticle Arrays , 2018, Advanced materials.

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

[103]  Dongyun Chen,et al.  Rational Design of Small Molecules to Implement Organic Quaternary Memory Devices , 2016 .

[104]  A. Kis,et al.  Nonvolatile memory cells based on MoS2/graphene heterostructures. , 2013, ACS nano.

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

[106]  W. Hu,et al.  A Ferroelectric/Electrochemical Modulated Organic Synapse for Ultraflexible, Artificial Visual‐Perception System , 2018, Advanced materials.

[107]  Juwon Lee,et al.  Monolayer optical memory cells based on artificial trap-mediated charge storage and release , 2017, Nature Communications.

[108]  Pablo Stoliar,et al.  A Light‐Controlled Resistive Switching Memory , 2012, Advanced materials.

[109]  Yuchao Yang,et al.  Observation of conducting filament growth in nanoscale resistive memories , 2012, Nature Communications.

[110]  Kenji F. Tanaka,et al.  Near-infrared deep brain stimulation via upconversion nanoparticle–mediated optogenetics , 2018, Science.

[111]  Yan Wang,et al.  Infrared‐Sensitive Memory Based on Direct‐Grown MoS2–Upconversion‐Nanoparticle Heterostructure , 2018, Advanced materials.

[112]  E. S. Gibson,et al.  Optogenetic Control of Synaptic Composition and Function , 2017, Neuron.

[113]  Jung Ho Shin,et al.  Novel Electronics for Flexible and Neuromorphic Computing , 2018, Advanced Functional Materials.

[114]  Masahiro Irie,et al.  Diarylethenes for Memories and Switches. , 2000, Chemical reviews.

[115]  Dmitri B Strukov,et al.  Flexible three-dimensional artificial synapse networks with correlated learning and trainable memory capability , 2017, Nature Communications.

[116]  Controlled Nonvolatile Transition in Polyoxometalates‐Graphene Oxide Hybrid Memristive Devices , 2018, Advanced Materials Technologies.

[117]  Qifan Yan,et al.  Chemical designs of functional photoactive molecular assemblies. , 2014, Chemical Society reviews.

[118]  P. Chan,et al.  A High‐Performance Optical Memory Array Based on Inhomogeneity of Organic Semiconductors , 2018, Advanced materials.

[119]  J. Seol,et al.  Nanometer‐Scale Phase Transformation Determines Threshold and Memory Switching Mechanism , 2017, Advanced materials.

[120]  Yong‐Hoon Kim,et al.  Brain‐Inspired Photonic Neuromorphic Devices using Photodynamic Amorphous Oxide Semiconductors and their Persistent Photoconductivity , 2017, Advanced materials.

[121]  H.-S. Philip Wong,et al.  Phase Change Memory , 2010, Proceedings of the IEEE.

[122]  R. Liu,et al.  Pursuing Polymer Dielectric Interfacial Effect in Organic Transistors for Photosensing Performance Optimization , 2017, Advanced science.

[123]  Huaqiang Wu,et al.  An artificial nociceptor based on a diffusive memristor , 2018, Nature Communications.

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

[125]  Su‐Ting Han,et al.  Synergies of Electrochemical Metallization and Valance Change in All‐Inorganic Perovskite Quantum Dots for Resistive Switching , 2018, Advanced materials.