Stimuli‐Enabled Artificial Synapses for Neuromorphic Perception: Progress and Perspectives

Nonvolatile Memory and Artificial Synapse Based on the Cu/P(VDF-TrFE)/Ni Organic Memtranstor

(2020) Pei-Pei Lu et al.   ACS Applied Materials & Interfaces

Photonic Synapses: Retina‐Inspired Carbon Nitride‐Based Photonic Synapses for Selective Detection of UV Light (Adv. Mater. 11/2020)

(2020) Hea‐Lim Park et al.   ADVANCED MATERIALS

Experimental demonstration of memory-enhanced quantum communication

(2020) M. K. Bhaskar et al.   NATURE

Non-covalent interaction controlled 2D organic semiconductor films: Molecular self-assembly, electronic and optical properties, and electronic devices

(2020) Jia Lin Zhang et al.   SURFACE SCIENCE REPORTS

Near-Infrared Annihilation of Conductive Filaments in Quasiplane MoSe2 /Bi2 Se3 Nanosheets for Mimicking Heterosynaptic Plasticity

(2019) Yan Wang et al.   Small

Energy-Efficient Organic Ferroelectric Tunnel Junction Memristors for Neuromorphic Computing

(2019) Sayani Majumdar et al.   Advanced Electronic Materials

Designing crystallization in phase-change materials for universal memory and neuro-inspired computing

(2019) Wei Zhang et al.   Nature Reviews Materials

In-memory computing on a photonic platform

(2019) Carlos Ríos et al.   Science Advances

Dimensionality Dependent Plasticity in Halide Perovskite Artificial Synapses for Neuromorphic Computing

(2019) Sung‐Il Kim et al.   Advanced Electronic Materials

Light‐Stimulated Synaptic Transistors Fabricated by a Facile Solution Process Based on Inorganic Perovskite Quantum Dots and Organic Semiconductors

(2019) Kai Wang et al.   Small

Memristive Devices and Networks for Brain‐Inspired Computing

(2019) Teng Zhang et al.   Physica Status Solidi-Rapid Research Letters

Ferroelectric Analog Synaptic Transistors

(2019) Min-Kyu Kim et al.   NANO LETTERS

Piezotronic Graphene Artificial Sensory Synapse

(2019) Youhui Chen et al.   ADVANCED FUNCTIONAL MATERIALS

Bioinspired Artificial Sensory Nerve Based on Nafion Memristor

(2019) Chen Zhang et al.   ADVANCED FUNCTIONAL MATERIALS

Photoelectric Synaptic Plasticity Realized by 2D Perovskite

(2019) Yilin Sun et al.   ADVANCED FUNCTIONAL MATERIALS

Artificial Synapses Based on Multiterminal Memtransistors for Neuromorphic Application

(2019) Lin Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Recent Progress in Three‐Terminal Artificial Synapses: From Device to System

(2019) Hong Han et al.   Small

Optically Stimulated Artificial Synapse Based on Layered Black Phosphorus

(2019) Taimur Ahmed et al.   Small

Detection of X‐Rays by Solution‐Processed Cesium‐Containing Mixed Triple Cation Perovskite Thin Films

(2019) Laura Basiricò et al.   ADVANCED FUNCTIONAL MATERIALS

Charge-Carrier Dynamics, Mobilities, and Diffusion Lengths of 2D-3D Hybrid Butylammonium-Cesium-Formamidinium Lead Halide Perovskites

(2019) Leonardo R. V. Buizza et al.   ADVANCED FUNCTIONAL MATERIALS

Optoelectronic resistive random access memory for neuromorphic vision sensors

(2019) Feichi Zhou et al.   Nature Nanotechnology

Van der Waals negative capacitance transistors

(2019) Xiaowei Wang et al.   Nature Communications

Self-selective van der Waals heterostructures for large scale memory array

(2019) Linfeng Sun et al.   Nature Communications

Recent Advances in Transistor‐Based Artificial Synapses

(2019) Shilei Dai et al.   ADVANCED FUNCTIONAL MATERIALS

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

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

Phase-change heterostructure enables ultralow noise and drift for memory operation

(2019) Keyuan Ding et al.   SCIENCE

Photonic Memristor for Future Computing: A Perspective

(2019) Jing‐Yu Mao et al.   Advanced Optical Materials

Synaptic Transistor Capable of Accelerated Learning Induced by Temperature-Facilitated Modulation of Synaptic Plasticity

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

Anomalous Broadband Spectrum Photodetection in 2D Rhenium Disulfide Transistor

(2019) Du Xiang et al.   Advanced Optical Materials

Selective UV‐Gating Organic Memtransistors with Modulable Levels of Synaptic Plasticity

(2019) Ya‐Nan Zhong et al.   Advanced Electronic Materials

Stretchable elastic synaptic transistors for neurologically integrated soft engineering systems

(2019) Hyunseok Shim et al.   Science Advances

Magnetic Domain Wall Based Synaptic and Activation Function Generator for Neuromorphic Accelerators

(2019) Saima A Siddiqui et al.   NANO LETTERS

Gelatin-hydrogel based organic synaptic transistor

(2019) Dengxiao Lai et al.   ORGANIC ELECTRONICS

Multi-spectral gate-triggered heterogeneous photonic neuro-transistors for power-efficient brain-inspired neuromorphic computing

(2019) Sung Woon Cho et al.   Nano Energy

Light-Stimulated Synaptic Devices Utilizing Interfacial Effect of Organic Field-Effect Transistors

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

Short-Term Plasticity and Long-Term Potentiation in Artificial Biosynapses with Diffusive Dynamics

(2018) Min-Kyu Kim et al.   ACS Nano

Adaptive Crystallite Kinetics in Homogenous Bilayer Oxide Memristor for Emulating Diverse Synaptic Plasticity

(2018) Jun Yin et al.   ADVANCED FUNCTIONAL MATERIALS

Synapse-Like Organic Thin Film Memristors

(2018) Ya-Nan Zhong et al.   ADVANCED FUNCTIONAL MATERIALS

Mimicking Synaptic Plasticity and Neural Network Using Memtranstors

(2018) Jian-Xin Shen et al.   ADVANCED MATERIALS

An Artificial Sensory Neuron with Tactile Perceptual Learning

(2018) Changjin Wan et al.   ADVANCED MATERIALS

Synaptic Barristor Based on Phase-Engineered 2D Heterostructures

(2018) Woong Huh 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

Synthesis and optoelectronic applications of graphene/transition metal dichalcogenides flat-pack assembly

(2018) Henan Li et al.   CARBON

Two-dimensional transition metal dichalcogenides: interface and defect engineering

(2018) Zehua Hu et al.   CHEMICAL SOCIETY REVIEWS

Synaptic Computation Enabled by Joule Heating of Single-Layered Semiconductors for Sound Localization

(2018) Linfeng Sun et al.   NANO LETTERS

A bioinspired flexible organic artificial afferent nerve

(2018) Yeongin Kim et al.   SCIENCE

Surface Engineering of Two-dimensional Materials

(2018) Tianchao Niu et al.   ChemNanoMat

Ultralow power artificial synapses using nanotextured magnetic Josephson junctions

(2018) Michael L. Schneider et al.   Science Advances

Artificial Synaptic Emulators Based on MoS2 Flash Memory Devices with Double Floating Gates

(2018) Sum-Gyun Yi et al.   ACS Applied Materials & Interfaces

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

A lead-free two-dimensional perovskite for a high-performance flexible photoconductor and a light-stimulated synaptic device

(2018) Liu Qian et al.   Nanoscale

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

Two-Terminal Multibit Optical Memory via van der Waals Heterostructure

(2018) Minh Dao Tran et al.   ADVANCED 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

Ionic modulation and ionic coupling effects in MoS2 devices for neuromorphic computing

(2018) Xiaojian Zhu et al.   NATURE MATERIALS

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

Recent progress in van der Waals heterojunctions

(2017) Wanshun Xia et al.   Nanoscale

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon 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

Network neuroscience

(2017) Danielle S Bassett et al.   NATURE NEUROSCIENCE

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Real-Time Observation of Iodide Ion Migration in Methylammonium Lead Halide Perovskites

(2017) Cheng Li et al.   Small

Short-Term Synaptic Plasticity Regulation in Solution-Gated Indium–Gallium–Zinc-Oxide Electric-Double-Layer Transistors

(2016) Chang Jin Wan 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

Hexagonal Boron Nitride Thin Film for Flexible Resistive Memory Applications

(2016) Kai Qian et al.   ADVANCED FUNCTIONAL MATERIALS

Atomically Thin Boron Nitride: Unique Properties and Applications

(2016) Lu Hua Li et al.   ADVANCED FUNCTIONAL MATERIALS

Ambipolar Triple Cation Perovskite Field Effect Transistors and Inverters

(2016) Abd. Rashid bin Mohd. Yusoff et al.   ADVANCED MATERIALS

Organometal Halide Perovskite Artificial Synapses

(2016) Wentao Xu et al.   ADVANCED MATERIALS

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

(2016) Chang Jin Wan et al.   ADVANCED MATERIALS

Resonant tunneling based graphene quantum dot memristors

(2016) Xuan Pan et al.   Nanoscale

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

The chips are down for Moore’s law

(2016) M. Mitchell Waldrop   NATURE

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Ferroelectric polarization effect on surface chemistry and photo-catalytic activity: A review

(2016) M.A. Khan et al.   SURFACE SCIENCE REPORTS

Two-terminal floating-gate memory with van der Waals heterostructures for ultrahigh on/off ratio

(2016) Quoc An Vu et al.   Nature Communications

Energy-filtered Electron Transport Structures for Low-power Low-noise 2-D Electronics

(2016) Xuan Pan et al.   Scientific Reports

Formamidinium Lead Halide Perovskite Crystals with Unprecedented Long Carrier Dynamics and Diffusion Length

(2016) Ayan A. Zhumekenov et al.   ACS Energy Letters

Carbon and Graphene Quantum Dots for Optoelectronic and Energy Devices: A Review

(2015) Xiaoming Li et al.   ADVANCED FUNCTIONAL MATERIALS

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

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

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

(2015) Geoffrey W. Burr et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Electric double-layer transistors: a review of recent progress

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

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

(2015) Behrad Gholipour et al.   Advanced Optical Materials

Conduction Mechanism of Valence Change Resistive Switching Memory: A Survey

(2015) Ee Lim et al.   Electronics

Bulk protonic conductivity in a cephalopod structural protein

(2014) David D. Ordinario et al.   Nature Chemistry

Oxide Heterostructure Resistive Memory

(2013) Yuchao Yang et al.   NANO LETTERS

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

Van der Waals heterostructures

(2013) A. K. Geim et al.   NATURE

Controlled charge trapping by molybdenum disulphide and graphene in ultrathin heterostructured memory devices

(2013) Min Sup Choi et al.   Nature Communications

On-Demand Nanodevice with Electrical and Neuromorphic Multifunction Realized by Local Ion Migration

(2012) Rui Yang et al.   ACS Nano

Tightly bound trions in monolayer MoS2

(2012) Kin Fai Mak et al.   NATURE MATERIALS

Memristive devices for computing

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

A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing

(2011) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Molecular mechanisms of mechanotransduction in mammalian sensory neurons

(2011) Patrick Delmas et al.   NATURE REVIEWS NEUROSCIENCE

Magnetoelectric Coupling Effects in Multiferroic Complex Oxide Composite Structures

(2010) Carlos A. F. Vaz et al.   ADVANCED MATERIALS

Phase Change Memory

(2010) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE

Understanding the Nature of Ultrafast Polarization Dynamics of Ferroelectric Memory in the Multiferroic BiFeO3

(2009) Dhanvir Singh Rana et al.   ADVANCED MATERIALS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE