Photonic Synapses for Ultrahigh‐Speed Neuromorphic Computing

Memristive Synapses for Brain-Inspired Computing

(2019) Jingrui Wang et al.   Advanced Materials Technologies

Memristive Synapses with Photoelectric Plasticity Realized in ZnO1–x/AlOy Heterojunction

(2018) Dan-Chun Hu et al.   ACS Applied Materials & Interfaces

Optogenetics-Inspired Tunable Synaptic Functions in Memristors

(2018) Xiaojian Zhu et al.   ACS Nano

Nonvolatile Memory Materials for Neuromorphic Intelligent Machines

(2018) Doo Seok Jeong et al.   ADVANCED MATERIALS

Synergistic Gating of Electro-Iono-Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

Ion Gated Synaptic Transistors Based on 2D van der Waals Crystals with Tunable Diffusive Dynamics

(2018) Jiadi Zhu et al.   ADVANCED MATERIALS

An Artificial Neuron Based on a Threshold Switching Memristor

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

Spatiotemporal Summation and Recognition Effects for a Dual-Emitter Light-Induced Neuromorphic Device

(2018) Yongchao Yang et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

(2018) Daniele Ielmini   MICROELECTRONIC ENGINEERING

Photonic Potentiation and Electric Habituation in Ultrathin Memristive Synapses Based on Monolayer MoS2

(2018) Hui-Kai He et al.   Small

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

(2018) F. Merrikh Bayat et al.   Nature Communications

Spatiotemporal summation and correlation mimicked in a four-emitter light-induced artificial synapse

(2018) Zheng Shi et al.   Scientific Reports

Unsupervised Hebbian learning experimentally realized with analogue memristive crossbar arrays

(2018) Mirko Hansen et al.   Scientific Reports

Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses

(2018) Giacomo Pedretti et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Silicon-Based Hybrid Optoelectronic Devices with Synaptic Plasticity and Stateful Photoresponse

(2018) Yan Chen et al.   Advanced Electronic Materials

All-Oxide-Based Highly Transparent Photonic Synapse for Neuromorphic Computing

(2018) Mohit Kumar et al.   ACS Applied Materials & Interfaces

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

Integrate-and-fire neuron circuit using positive feedback field effect transistor for low power operation

(2018) Min-Woo Kwon et al.   JOURNAL OF APPLIED PHYSICS

Mimicking synaptic functionality with an InAs nanowire phototransistor

(2018) Bang Li et al.   NANOTECHNOLOGY

Broadband optoelectronic synaptic devices based on silicon nanocrystals for neuromorphic computing

(2018) Hua Tan et al.   Nano Energy

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

(2018) Wei Wang et al.   Science Advances

Optoelectronic Synapse Based on IGZO-Alkylated Graphene Oxide Hybrid Structure

(2018) Jia Sun et al.   ADVANCED FUNCTIONAL MATERIALS

Photonic Organolead Halide Perovskite Artificial Synapse Capable of Accelerated Learning at Low Power Inspired by Dopamine-Facilitated Synaptic Activity

(2018) Seonggil Ham et al.   ADVANCED FUNCTIONAL MATERIALS

A MoS2 /PTCDA Hybrid Heterojunction Synapse with Efficient Photoelectric Dual Modulation and Versatility

(2018) Shuiyuan Wang et al.   ADVANCED MATERIALS

Deep-ultraviolet-triggered neuromorphic functions in In-Zn-O phototransistors

(2018) Juxiang Wang et al.   APPLIED PHYSICS LETTERS

Artificial optic-neural synapse for colored and color-mixed pattern recognition

(2018) Seunghwan Seo et al.   Nature Communications

Electroluminescent synaptic devices with logic functions

(2018) Shuangyi Zhao et al.   Nano Energy

Photoelectric Plasticity in Oxide Thin Film Transistors with Tunable Synaptic Functions

(2018) Quantan Wu et al.   Advanced Electronic Materials

Stretchable organic optoelectronic sensorimotor synapse

(2018) Yeongjun Lee et al.   Science Advances

Saturation Behavior for a Comb-Like Light-Induced Synaptic Transistor

(2017) Guixia Zhu et al.   IEEE ELECTRON DEVICE LETTERS

Reversible optical switching memristors with tunable STDP synaptic plasticity: a route to hierarchical control in artificial intelligent systems

(2017) Ayoub H. Jaafar et al.   Nanoscale

Sparse coding with memristor networks

(2017) Patrick M. Sheridan et al.   Nature Nanotechnology

Spatial signal correlation from an III-nitride synaptic device

(2017) Shuai Zhang et al.   SUPERLATTICES AND MICROSTRUCTURES

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn et al.   Nature Communications

A 4-fJ/Spike Artificial Neuron in 65 nm CMOS Technology

(2017) Ilias Sourikopoulos et al.   Frontiers in Neuroscience

On-chip photonic synapse

(2017) Zengguang Cheng et al.   Science Advances

Synaptic devices based on purely electronic memristors

(2016) Ruobing Pan et al.   APPLIED PHYSICS LETTERS

Light sensitive memristor with bi-directional and wavelength-dependent conductance control

(2016) P. Maier et al.   APPLIED PHYSICS LETTERS

Anomalous rectification in a purely electronic memristor

(2016) Jingrui Wang et al.   APPLIED PHYSICS LETTERS

Light Induced Synaptic Transistor With Dual Operation Modes

(2016) Yuanhang Li et al.   IEEE ELECTRON DEVICE LETTERS

A light-stimulated synaptic transistor with synaptic plasticity and memory functions based on InGaZnOx–Al2O3 thin film structure

(2016) H. K. Li et al.   JOURNAL OF APPLIED PHYSICS

ZnO/Al:ZnO Transparent Resistive Switching Devices Grown by Atomic Layer Deposition for Memristor Applications

(2016) Rajeh Mundle et al.   LANGMUIR

Nonassociative learning implementation by a single memristor-based multi-terminal synaptic device

(2016) Xue Yang et al.   Nanoscale

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

One-volt-driven superfast polymer actuators based on single-ion conductors

(2016) Onnuri Kim et al.   Nature Communications

Symmetric spike timing-dependent plasticity at CA3–CA3 synapses optimizes storage and recall in autoassociative networks

(2016) Rajiv K. Mishra et al.   Nature Communications

Recent progress in semiconductor excitable lasers for photonic spike processing

(2016) Paul R. Prucnal et al.   Advances in Optics and Photonics

Electro-Photo-Sensitive Memristor for Neuromorphic and Arithmetic Computing

(2016) P. Maier et al.   Physical Review Applied

Synaptic Behavior in an Optoelectronic Device Based on Semiconductor-Nanotube Hybrid

(2016) Kacper Pilarczyk et al.   Advanced Electronic Materials

Associative Enhancement of Time Correlated Response to Heterogeneous Stimuli in a Neuromorphic Nanowire Device

(2016) Curtis J. O'Kelly et al.   Advanced Electronic Materials

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

A magnetic synapse: multilevel spin-torque memristor with perpendicular anisotropy

(2016) Steven Lequeux et al.   Scientific Reports

Study on the Photoresponse of Amorphous In–Ga–Zn–O and Zinc Oxynitride Semiconductor Devices by the Extraction of Sub-Gap-State Distribution and Device Simulation

(2015) Jun Tae Jang et al.   ACS Applied Materials & Interfaces

Carbon Nanotube Synaptic Transistor Network for Pattern Recognition

(2015) Sungho Kim et al.   ACS Applied Materials & Interfaces

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

Synaptic Metaplasticity Realized in Oxide Memristive Devices

(2015) Zheng-Hua Tan et al.   ADVANCED MATERIALS

Single-crystalline metal filament-based resistive switching in a nitrogen-doped carbon film containing conical nanopores

(2015) Fei Zhuge et al.   APPLIED PHYSICS LETTERS

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

(2015) M. Prezioso et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Integrated all-photonic non-volatile multi-level memory

(2015) Carlos Ríos et al.   Nature Photonics

Associative memory realized by a reconfigurable memristive Hopfield neural network

(2015) S.G. Hu et al.   Nature Communications

Amorphous Metal-Sulphide Microfibers Enable Photonic Synapses for Brain-Like Computing

(2015) Behrad Gholipour et al.   Advanced Optical Materials

Ultra-Low-Energy Three-Dimensional Oxide-Based Electronic Synapses for Implementation of Robust High-Accuracy Neuromorphic Computation Systems

(2014) Bin Gao et al.   ACS Nano

A Single Nanoscale Junction with Programmable Multilevel Memory

(2014) Curtis O’Kelly et al.   ACS Nano

Recent progress in resistive random access memories: Materials, switching mechanisms, and performance

(2014) F. Pan et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

Hardware implementation of associative memory characteristics with analogue-type resistive-switching device

(2014) Kibong Moon et al.   NANOTECHNOLOGY

Large-scale integration of wavelength-addressable all-optical memories on a photonic crystal chip

(2014) Eiichi Kuramochi et al.   Nature Photonics

Activity-Dependent Synaptic Plasticity of a Chalcogenide Electronic Synapse for Neuromorphic Systems

(2014) Yi Li et al.   Scientific Reports

A Versatile Light-Switchable Nanorod Memory: Wurtzite ZnO on Perovskite SrTiO3

(2013) Ashok Bera et al.   ADVANCED FUNCTIONAL MATERIALS

An active learning mammalian skeletal muscle lab demonstrating contractile and kinetic properties of fast- and slow-twitch muscle

(2013) S. I. Head et al.   ADVANCES IN PHYSIOLOGY EDUCATION

A Leaky Integrate-and-Fire Laser Neuron for Ultrafast Cognitive Computing

(2013) Mitchell A. Nahmias et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

All-Optical Broadband Variable Optical Attenuator Based on an ${\rm As}_{2}{\rm Se}_{3}$ Microwire

(2013) Amado Velazquez-Benitez et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Fast low-voltage electroactive actuators using nanostructured polymer electrolytes

(2013) Onnuri Kim et al.   Nature Communications

A correlated nickelate synaptic transistor

(2013) Jian Shi et al.   Nature Communications

Synaptic plasticity and learning behaviours mimicked through Ag interface movement in an Ag/conducting polymer/Ta memristive system

(2013) Sizhao Li et al.   Journal of Materials Chemistry C

Synaptic Learning and Memory Functions Achieved Using Oxygen Ion Migration/Diffusion in an Amorphous InGaZnO Memristor

(2012) Zhong Qiang Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Reversible Amorphous-to-Amorphous Transitions in Chalcogenide Films: Correlating Changes in Structure and Optical Properties

(2012) Maria Kalyva et al.   ADVANCED FUNCTIONAL MATERIALS

Metal Oxide Thin Film Phototransistor for Remote Touch Interactive Displays

(2012) Seung-Eon Ahn et al.   ADVANCED MATERIALS

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

Gated three-terminal device architecture to eliminate persistent photoconductivity in oxide semiconductor photosensor arrays

(2012) Sanghun Jeon et al.   NATURE MATERIALS

Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing

(2011) Duygu Kuzum et al.   NANO LETTERS

Short-term plasticity and long-term potentiation mimicked in single inorganic synapses

(2011) Takeo Ohno et al.   NATURE MATERIALS

Transient photodarkening and photobleaching in glassy GeSe2 films

(2011) V. Lyubin et al.   OPTICAL MATERIALS

Two-Terminal Carbon Nanotube Programmable Devices for Adaptive Architectures

(2010) Guillaume Agnus et al.   ADVANCED MATERIALS

Light induced instabilities in amorphous indium–gallium–zinc–oxide thin-film transistors

(2010) Md Delwar Hossain Chowdhury et al.   APPLIED PHYSICS LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Why future supercomputing requires optics

(2010) H. John Caulfield et al.   Nature Photonics

Kinetics of photodarkening in a-As2Se3 thin films

(2009) Dinesh C. Sati et al.   JOURNAL OF APPLIED PHYSICS

Nanotube Transistors as Direct Probes of the Trap Dynamics at Dielectric−Organic Interfaces of Interest in Organic Electronics and Solar Cells

(2008) Costin Anghel et al.   NANO LETTERS