Electrolyte-gated neuromorphic transistors for brain-like dynamic computing

Synaptic Metaplasticity Emulation in a Freestanding Oxide-based Neuromorphic Transistor with Dual In-plane Gates

(2021) Shanshan Jiang et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Lithography Processable Ta2O5 Barrier-Layered Chitosan Electric Double Layer Synaptic Transistors

(2021) Sung-Hun Kim et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

One Transistor One Electrolyte‐Gated Transistor Based Spiking Neural Network for Power‐Efficient Neuromorphic Computing System

(2021) Yue Li et al.   ADVANCED FUNCTIONAL MATERIALS

All‐Solid‐State Ion Synaptic Transistor for Wafer‐Scale Integration with Electrolyte of a Nanoscale Thickness

(2021) Ji‐Man Yu et al.   ADVANCED FUNCTIONAL MATERIALS

An Iontronic Multiplexer Based on Spatiotemporal Dynamics of Multiterminal Organic Electrochemical Transistors

(2021) Dimitrios A. Koutsouras et al.   ADVANCED FUNCTIONAL MATERIALS

Recent advances in solid electrolytes for synaptic transistors

(2021) Jun Li et al.   ORGANIC ELECTRONICS

Mimicking associative learning using an ion-trapping non-volatile synaptic organic electrochemical transistor

(2021) Xudong Ji et al.   Nature Communications

Nanofiber Channel Organic Electrochemical Transistors for Low‐Power Neuromorphic Computing and Wide‐Bandwidth Sensing Platforms

(2021) Sol‐Kyu Lee et al.   Advanced Science

Flexible Artificial Synapses with a Biocompatible Maltose–Ascorbic Acid Electrolyte Gate for Neuromorphic Computing

(2021) Wei Qin et al.   ACS Applied Materials & Interfaces

Linear Classification Function Emulated by Pectin‐Based Polysaccharide‐Gated Multiterminal Neuron Transistors

(2021) Jianmiao Guo et al.   ADVANCED FUNCTIONAL MATERIALS

Dendritic Network Implementable Organic Neurofiber Transistors with Enhanced Memory Cyclic Endurance for Spatiotemporal Iterative Learning

(2021) Soo Jin Kim et al.   ADVANCED MATERIALS

Flexible Dual-Gate MoS₂ Neuromorphic Transistors on Freestanding Proton-Conducting Chitosan Membranes

(2021) Chunsheng Chen et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Sputtered Oxide Thin-Film Transistors With Tunable Synaptic Spiking Behavior at 1 V

(2021) Yang Ming Fu et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Improvement of Synaptic Properties in Oxygen‐Based Synaptic Transistors Due to the Accelerated Ion Migration in Sub‐Stoichiometric Channels

(2021) Jongwon Lee et al.   Advanced Electronic Materials

Artificial synaptic transistor with solution processed InOx channel and AlOx solid electrolyte gate

(2020) Xiaoci Liang et al.   APPLIED PHYSICS LETTERS

IGZO‐based Floating‐gate Synaptic Transistors for Neuromorphic Computing

(2020) Yongli He et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Neuromorphic nanoelectronic materials

(2020) Vinod K. Sangwan et al.   Nature Nanotechnology

Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

(2020) Yang Zhang et al.   Applied Physics Reviews

Electrolyte-gated transistors for synaptic electronics, neuromorphic computing, and adaptable biointerfacing

(2020) Haifeng Ling et al.   Applied Physics Reviews

A comprehensive review on emerging artificial neuromorphic devices

(2020) Jiadi Zhu et al.   Applied Physics Reviews

Neuromorphic Processing of Pressure Signal Using Integrated Sensor-Synaptic Device Capable of Selective and Reversible Short- and Long-Term Plasticity Operation

(2020) Da Won Kim et al.   ACS Applied Materials & Interfaces

Artificial Tactile Perceptual Neuron with Nociceptive and Pressure Decoding Abilities

(2020) Fei Yu et al.   ACS Applied Materials & Interfaces

Oxide Synaptic Transistors Coupled With Triboelectric Nanogenerators for Bio-Inspired Tactile Sensing Application

(2020) Chenxi Zhang et al.   IEEE ELECTRON DEVICE LETTERS

Memory devices and applications for in-memory computing

(2020) Abu Sebastian et al.   Nature Nanotechnology

Dual‐Gated MoS 2 Transistors for Synaptic and Programmable Logic Functions

(2020) Jian‐yu Du et al.   Advanced Electronic Materials

Anisotropic Signal Processing with Trigonal Selenium Nanosheet Synaptic Transistors

(2020) Jing-Kai Qin et al.   ACS Nano

Low-Power Artificial Neurons Based on Ag/TiN/HfAlOx/Pt Threshold Switching Memristor for Neuromorphic Computing

(2020) Yi-Fan Lu et al.   IEEE ELECTRON DEVICE LETTERS

Neuromorphic computing with antiferromagnetic spintronics

(2020) Aleksandr Kurenkov et al.   JOURNAL OF APPLIED PHYSICS

An organic synaptic transistor with Nafion electrolyte

(2020) Peipei Lu et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Artificial Indium‐Tin‐Oxide Synaptic Transistor by Inkjet Printing Using Solution‐Processed ZrO x Gate Dielectric

(2020) Youn Goo Kim et al.   PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE

Pathways to efficient neuromorphic computing with non-volatile memory technologies

(2020) I. Chakraborty et al.   Applied Physics Reviews

Oxide‐Based Electrolyte‐Gated Transistors for Spatiotemporal Information Processing

(2020) Yue Li et al.   ADVANCED MATERIALS

Laterally Coupled 2D MoS2 Synaptic Transistor With Ion Gating

(2020) Yarong Wang et al.   IEEE ELECTRON DEVICE LETTERS

Vertical 0D‐Perovskite/2D‐MoS 2 van der Waals Heterojunction Phototransistor for Emulating Photoelectric‐Synergistically Classical Pavlovian Conditioning and Neural Coding Dynamics

(2020) Yongchao Cheng et al.   Small

An artificial sensory neuron with visual-haptic fusion

(2020) Changjin Wan et al.   Nature Communications

CMOS-compatible synaptic transistor gated by chitosan electrolyte-Ta2O5 hybrid electric double layer

(2020) Shin-Yi Min et al.   Scientific Reports

Aqueous solution processed mesoporous silica-gated photo-perception neuromorphic transistor

(2020) Zheng Yu Ren et al.   Journal of Materials Science

Deep Proton Insertion Assisted by Oxygen Vacancies for Long‐Term Memory in VO 2 Synaptic Transistor

(2020) Chadol Oh et al.   Advanced Electronic Materials

Flexible transparent InZnO synapse transistor based on Li1.3Al0.3Ti0.7(PO4)3/polyvinyl pyrrolidone nanocomposites electrolyte film for neuromorphic computing

(2020) J. Li et al.   Materials Today Physics

Tuning the synaptic behaviors of biocompatible synaptic transistor through ion-doping

(2020) Jinsong Huang et al.   ORGANIC ELECTRONICS

Emerging Artificial Synaptic Devices for Neuromorphic Computing

(2019) Qingzhou Wan et al.   Advanced Materials Technologies

An Evolvable Organic Electrochemical Transistor for Neuromorphic Applications

(2019) Jennifer Y. Gerasimov et al.   Advanced Science

Vertical, electrolyte-gated organic transistors show continuous operation in the MA cm−2 regime and artificial synaptic behaviour

(2019) Jakob Lenz et al.   Nature Nanotechnology

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

Piezotronic Graphene Artificial Sensory Synapse

(2019) Youhui Chen et al.   ADVANCED FUNCTIONAL MATERIALS

All-Solid-State Synaptic Transistors with High-Temperature Stability Using Proton Pump Gating of Strongly Correlated Materials

(2019) Chadol Oh et al.   ACS Applied Materials & Interfaces

Electrolyte‐Gated Synaptic Transistor with Oxygen Ions

(2019) He‐Yi Huang et al.   ADVANCED FUNCTIONAL MATERIALS

A Ferrite Synaptic Transistor with Topotactic Transformation

(2019) Chen Ge et al.   ADVANCED MATERIALS

Spatiotemporal Information Processing Emulated by Multiterminal Neuro‐Transistor Networks

(2019) Yongli He et al.   ADVANCED MATERIALS

Dual-Functional Long-Term Plasticity Emulated in IGZO-Based Photoelectric Neuromorphic Transistors

(2019) Yongli He et al.   IEEE ELECTRON DEVICE LETTERS

Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing

(2019) Elliot J. Fuller et al.   SCIENCE

Field‐Driven Athermal Activation of Amorphous Metal Oxide Semiconductors for Flexible Programmable Logic Circuits and Neuromorphic Electronics

(2019) Mohit Rameshchandra Kulkarni et al.   Small

Low-voltage, CMOS-free synaptic memory based on LiXTiO2 redox transistors

(2019) Yiyang Li et al.   ACS Applied Materials & Interfaces

Recent Advances in Transistor‐Based Artificial Synapses

(2019) Shilei Dai et al.   ADVANCED FUNCTIONAL MATERIALS

Flexible Neuromorphic Electronics for Computing, Soft Robotics, and Neuroprosthetics

(2019) Hea‐Lim Park et al.   ADVANCED MATERIALS

Flexible metal oxide synaptic transistors using biomass-based hydrogel as gate dielectric

(2019) Jinwei Chen et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

(Bi0.2Sb0.8)2Te3 based dynamic synapses with programmable spatio-temporal dynamics

(2019) Qingzhou Wan et al.   APL Materials

Dynamically Reconfigurable Short‐Term Synapse with Millivolt Stimulus Resolution Based on Organic Electrochemical Transistors

(2019) Haifeng Ling et al.   Advanced Materials Technologies

Environment‐Adaptable Artificial Visual Perception Behaviors Using a Light‐Adjustable Optoelectronic Neuromorphic Device Array

(2019) Sung Min Kwon et al.   ADVANCED MATERIALS

All-metal oxide synaptic transistor with modulatable plasticity

(2019) Dongxu Lv et al.   NANOTECHNOLOGY

A bioinspired optoelectronically engineered artificial neurorobotics device with sensorimotor functionalities

(2019) Mohammad Karbalaei Akbari et al.   Nature Communications

Versatile neuromorphic electronics by modulating synaptic decay of single organic synaptic transistor: From artificial neural networks to neuro-prosthetics

(2019) Dae-Gyo Seo et al.   Nano Energy

Gating-induced reversible HxVO2 phase transformations for neuromorphic computing

(2019) Chen Ge et al.   Nano Energy

A Sub‐10 nm Vertical Organic/Inorganic Hybrid Transistor for Pain‐Perceptual and Sensitization‐Regulated Nociceptor Emulation

(2019) Guangdi Feng et al.   ADVANCED MATERIALS

Near ideal synaptic functionalities in Li ion synaptic transistor using Li3POxSex electrolyte with high ionic conductivity

(2019) Revannath Dnyandeo Nikam et al.   Scientific Reports

Controlled Ionic Tunneling in Lithium Nanoionic Synaptic Transistor through Atomically Thin Graphene Layer for Neuromorphic Computing

(2019) Revannath Dnyandeo Nikam et al.   Advanced Electronic Materials

Chitosan-Based Polysaccharide-Gated Flexible Indium Tin Oxide Synaptic Transistor with Learning Abilities

(2018) Fei Yu et al.   ACS Applied Materials & Interfaces

An Artificial Sensory Neuron with Tactile Perceptual Learning

(2018) Changjin Wan et al.   ADVANCED MATERIALS

Artificial Synapses Emulated by an Electrolyte-Gated Tungsten-Oxide Transistor

(2018) Jing-Ting Yang et al.   ADVANCED MATERIALS

An Artificial Neuron Based on a Threshold Switching Memristor

(2018) Xumeng Zhang et al.   IEEE ELECTRON DEVICE LETTERS

Perspective: Stochastic magnetic devices for cognitive computing

(2018) Kaushik Roy et al.   JOURNAL OF APPLIED PHYSICS

Organic synaptic devices for neuromorphic systems

(2018) Jia Sun et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Transient Security Transistors Self-Supported on Biodegradable Natural-Polymer Membrane for Brain-Inspired Neuromorphic Applications

(2018) Wennan Hu et al.   Nanoscale

Neuro-Inspired Computing With Emerging Nonvolatile Memorys

(2018) Shimeng Yu   PROCEEDINGS OF THE IEEE

A bioinspired flexible organic artificial afferent nerve

(2018) Yeongin Kim et al.   SCIENCE

Electric-double-layer transistors for synaptic devices and neuromorphic systems

(2018) Yongli He et al.   Journal of Materials Chemistry C

Coplanar Multigate MoS2 Electric-Double-Layer Transistors for Neuromorphic Visual Recognition

(2018) Dingdong Xie et al.   ACS Applied Materials & Interfaces

All-Solid-State Synaptic Transistor with Ultralow Conductance for Neuromorphic Computing

(2018) Chuan-Sen Yang et al.   ADVANCED FUNCTIONAL MATERIALS

Restickable Oxide Neuromorphic Transistors with Spike-Timing-Dependent Plasticity and Pavlovian Associative Learning Activities

(2018) Fei Yu et al.   ADVANCED FUNCTIONAL MATERIALS

A Ferroelectric/Electrochemical Modulated Organic Synapse for Ultraflexible, Artificial Visual-Perception System

(2018) Hanlin Wang et al.   ADVANCED MATERIALS

Biological Band-Pass Filtering Emulated by Oxide-Based Neuromorphic Transistors

(2018) Xiang Wan et al.   IEEE ELECTRON DEVICE LETTERS

Bidirectionally-trigged 2D MoS2 synapse through coplanar-gate electric-double-layer polymer coupling for neuromorphic complementary spatiotemporal learning

(2018) Dingdong Xie et al.   ORGANIC ELECTRONICS

Capacitive neural network with neuro-transistors

(2018) Zhongrui Wang et al.   Nature Communications

Wood-Derived Nanopaper Dielectrics for Organic Synaptic Transistors

(2018) Shilei Dai et al.   ACS Applied Materials & Interfaces

Perspective: Spintronic synapse for artificial neural network

(2018) Shunsuke Fukami et al.   JOURNAL OF APPLIED PHYSICS

Perspective: Organic electronic materials and devices for neuromorphic engineering

(2018) Sébastien Pecqueur et al.   JOURNAL OF APPLIED PHYSICS

Perspective: A review on memristive hardware for neuromorphic computation

(2018) Changhyuck Sung et al.   JOURNAL OF APPLIED PHYSICS

Mechanisms for Enhanced State Retention and Stability in Redox-Gated Organic Neuromorphic Devices

(2018) Scott Tom Keene et al.   Advanced Electronic Materials

Stretchable organic optoelectronic sensorimotor synapse

(2018) Yeongjun Lee et al.   Science Advances

Indium–Gallium–Zinc–Oxide Schottky Synaptic Transistors for Silent Synapse Conversion Emulation

(2018) Yongli He et al.   IEEE ELECTRON DEVICE LETTERS

Synaptic Computation Demonstrated in a Two-Synapse Network Based on Top-Gate Electric-Double-Layer Synaptic Transistors

(2017) Jiabin Wang et al.   IEEE ELECTRON DEVICE LETTERS

Top-Gate Electric-Double-Layer IZO-Based Synaptic Transistors for Neuron Networks

(2017) Jiabin Wang et al.   IEEE ELECTRON DEVICE LETTERS

Neuromorphic Simulation of Proton Conductors Laterally Coupled Oxide-Based Transistors With Multiple in-Plane Gates

(2017) Xiang Wan et al.   IEEE ELECTRON DEVICE LETTERS

Mixed protonic and electronic conductors hybrid oxide synaptic transistors

(2017) Yang Ming Fu et al.   JOURNAL OF APPLIED PHYSICS

Degeneracy in the regulation of short-term plasticity and synaptic filtering by presynaptic mechanisms

(2017) Chinmayee L. Mukunda et al.   JOURNAL OF PHYSIOLOGY-LONDON

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

The Mechanisms and Functions of Synaptic Facilitation

(2017) Skyler L. Jackman et al.   NEURON

2D MoS2 Neuromorphic Devices for Brain-Like Computational Systems

(2017) Jie Jiang et al.   Small

Neuromorphic device architectures with global connectivity through electrolyte gating

(2017) Paschalis Gkoupidenis et al.   Nature Communications

Flexible Proton-Gated Oxide Synaptic Transistors on Si Membrane

(2016) Li Qiang Zhu et al.   ACS Applied Materials & Interfaces

Long-Term Synaptic Plasticity Emulated in Modified Graphene Oxide Electrolyte Gated IZO-Based Thin-Film Transistors

(2016) Yi Yang et al.   ACS Applied Materials & Interfaces

Artificial Synapses Based on in-Plane Gate Organic Electrochemical Transistors

(2016) Chuan Qian et al.   ACS Applied Materials & Interfaces

Li-Ion Synaptic Transistor for Low Power Analog Computing

(2016) Elliot J. Fuller et al.   ADVANCED MATERIALS

Flexible Metal Oxide/Graphene Oxide Hybrid Neuromorphic Transistors on Flexible Conducting Graphene Substrates

(2016) Chang Jin Wan et al.   ADVANCED MATERIALS

Proton-Conducting Graphene Oxide-Coupled Neuron Transistors for Brain-Inspired Cognitive Systems

(2016) Chang Jin Wan et al.   ADVANCED MATERIALS

Nanogranular SiO2 proton gated silicon layer transistor mimicking biological synapses

(2016) M. J. Liu et al.   APPLIED PHYSICS LETTERS

Organic/inorganic hybrid synaptic transistors gated by proton conducting methylcellulose films

(2016) Chang Jin Wan et al.   APPLIED PHYSICS LETTERS

Electrolyte-gated organic synapse transistor interfaced with neurons

(2016) Simon Desbief et al.   ORGANIC ELECTRONICS

Artificial synapses based on biopolymer electrolyte-coupled SnO2 nanowire transistors

(2016) Guangyang Gou et al.   Journal of Materials Chemistry C

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

Orientation selectivity in a multi-gated organic electrochemical transistor

(2016) Paschalis Gkoupidenis et al.   Scientific Reports

Freestanding Artificial Synapses Based on Laterally Proton-Coupled Transistors on Chitosan Membranes

(2015) Yang Hui Liu et al.   ADVANCED MATERIALS

Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors

(2015) Paschalis Gkoupidenis et al.   ADVANCED MATERIALS

Multi-gate synergic modulation in laterally coupled synaptic transistors

(2015) Li Qiang Zhu et al.   APPLIED PHYSICS LETTERS

Simulation of Laterally Coupled InGaZnO4-Based Electric-Double-Layer Transistors for Synaptic Electronics

(2015) Xiang Wan et al.   IEEE ELECTRON DEVICE LETTERS

Energy-Efficient Artificial Synapses Based on Flexible IGZO Electric-Double-Layer Transistors

(2015) Jumei Zhou et al.   IEEE ELECTRON DEVICE LETTERS

Electric double-layer transistors: a review of recent progress

(2015) Haiwei Du et al.   JOURNAL OF MATERIALS SCIENCE

Memory and Information Processing in Neuromorphic Systems

(2015) Giacomo Indiveri et al.   PROCEEDINGS OF THE IEEE

Single neuron dynamics and computation

(2014) Nicolas Brunel et al.   CURRENT OPINION IN NEUROBIOLOGY

Classical Conditioning Mimicked in Junctionless IZO Electric-Double-Layer Thin-Film Transistors

(2014) Changjin Wan et al.   IEEE ELECTRON DEVICE LETTERS

Inorganic proton conducting electrolyte coupled oxide-based dendritic transistors for synaptic electronics

(2014) Chang Jin Wan et al.   Nanoscale

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Artificial synapse network on inorganic proton conductor for neuromorphic systems

(2014) Li Qiang Zhu et al.   Nature Communications

Synaptic Behaviors Mimicked in Flexible Oxide-Based Transistors on Plastic Substrates

(2013) Jumei Zhou et al.   IEEE ELECTRON DEVICE LETTERS

Memory and learning behaviors mimicked in nanogranular SiO2-based proton conductor gated oxide-based synaptic transistors

(2013) Chang Jin Wan et al.   Nanoscale

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

The Dynamic Synapse

(2013) Daniel Choquet et al.   NEURON

A correlated nickelate synaptic transistor

(2013) Jian Shi et al.   Nature Communications

Finding a roadmap to achieve large neuromorphic hardware systems

(2013) Jennifer Hasler et al.   Frontiers in Neuroscience

A Carbon Nanotube Synapse with Dynamic Logic and Learning

(2012) Kyunghyun Kim et al.   ADVANCED MATERIALS

Memristive devices for computing

(2012) J. Joshua Yang et al.   Nature Nanotechnology

Building the Human Brain

(2012) C. K. Machens   SCIENCE

Short-Term Presynaptic Plasticity

(2012) W. G. Regehr   Cold Spring Harbor Perspectives in Biology

Short-term forms of presynaptic plasticity

(2011) Diasynou Fioravante et al.   CURRENT OPINION IN NEUROBIOLOGY

A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity

(2011) G. Rachmuth et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Cell Biology of Synaptic Plasticity

(2011) V. M. Ho et al.   SCIENCE

Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions

(2010) Qianxi Lai et al.   ADVANCED MATERIALS

Dendritic Discrimination of Temporal Input Sequences in Cortical Neurons

(2010) T. Branco et al.   SCIENCE

Spike timing dependent plasticity: a consequence of more fundamental learning rules

(2010) Harel Shouval   Frontiers in Computational Neuroscience

Ultralow-voltage transparent electric-double-layer thin-film transistors processed at room-temperature

(2009) Jie Jiang et al.   APPLIED PHYSICS LETTERS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE