Artificial Neuron and Synapse Devices Based on 2D Materials

Strong and tunable spin–orbit interaction in a single crystalline InSb nanosheet

(2021) Yuanjie Chen et al.   npj 2D Materials and Applications

Strain-Controllable Phase and Magnetism Transitions in Re-Doped MoTe2 Monolayer

(2020) Yiwei Zhao et al.   Journal of Physical Chemistry C

Neuromorphic nanoelectronic materials

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

A comprehensive review on emerging artificial neuromorphic devices

(2020) Jiadi Zhu et al.   Applied Physics Reviews

A Monolayer Leaky Integrate‐and‐Fire Neuron for 2D Memristive Neuromorphic Networks

(2020) Song Hao et al.   Advanced Electronic Materials

2D MoS2-Based Threshold Switching Memristor for Artificial Neuron

(2020) Durjoy Dev et al.   IEEE ELECTRON DEVICE LETTERS

Leaky integrate-and-fire neurons based on perovskite memristor for spiking neural networks

(2020) Jia-Qin Yang et al.   Nano Energy

Memristors Based on 2D Materials as an Artificial Synapse for Neuromorphic Electronics

(2020) Woong Huh et al.   ADVANCED MATERIALS

Artificial Nociceptor Using 2D MoS2 Threshold Switching Memristor

(2020) Durjoy Dev et al.   IEEE ELECTRON DEVICE LETTERS

Artificial Neuron using Vertical MoS2/Graphene Threshold Switching Memristors

(2019) Hirokjyoti Kalita et al.   Scientific Reports

Energy-Efficient Organic Ferroelectric Tunnel Junction Memristors for Neuromorphic Computing

(2019) Sayani Majumdar et al.   Advanced Electronic Materials

Emerging Artificial Synaptic Devices for Neuromorphic Computing

(2019) Qingzhou Wan et al.   Advanced Materials Technologies

Vertical MoS2 Double-Layer Memristor with Electrochemical Metallization as an Atomic-Scale Synapse with Switching Thresholds Approaching 100 mV

(2019) Renjing Xu et al.   NANO LETTERS

Ferroelectric Analog Synaptic Transistors

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

Artificial Synapses Based on Multiterminal Memtransistors for Neuromorphic Application

(2019) Lin Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Photo-Induced Vacancy Ordering and Phase Transition in MoTe2

(2019) Chen Si et al.   NANO LETTERS

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

(2019) Elliot J. Fuller et al.   SCIENCE

Vacancy‐Induced Synaptic Behavior in 2D WS 2 Nanosheet–Based Memristor for Low‐Power Neuromorphic Computing

(2019) Xiaobing Yan et al.   Small

A high-performance MoS2 synaptic device with floating gate engineering for neuromorphic computing

(2019) Tathagata Paul et al.   2D Materials

Synaptic plasticity of room-temperature fabricated amorphous MoO film based memristor

(2019) Qiang Xue et al.   APPLIED SURFACE SCIENCE

Programmable Multilevel Memtransistors Based on van der Waals Heterostructures

(2019) Hyunik Park et al.   Advanced Electronic Materials

Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

(2019) Jianshi Tang et al.   ADVANCED MATERIALS

Dual-Gated MoS2 Neuristor for Neuromorphic Computing

(2019) Lin Bao et al.   ACS Applied Materials & Interfaces

Electric and Light Dual-Gate Tunable MoS2 Memtransistor

(2019) Siqi Yin et al.   ACS Applied Materials & Interfaces

Realization of Artificial Neuron Using MXene Bi-Directional Threshold Switching Memristors

(2019) Yihao Chen et al.   IEEE ELECTRON DEVICE LETTERS

Robust Ag/ZrO2/WS2/Pt Memristor for Neuromorphic Computing

(2019) Xiaobing Yan et al.   ACS Applied Materials & Interfaces

Programmable Synaptic Metaplasticity and below Femtojoule Spiking Energy Realized in Graphene-Based Neuromorphic Memristor

(2018) Bo Liu et al.   ACS Applied Materials & Interfaces

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

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

An Artificial Neuron Based on a Threshold Switching Memristor

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

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

3-D Floating-Gate Synapse Array With Spike-Time-Dependent Plasticity

(2018) Hyun-Seok Choi et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Synaptic devices based on two-dimensional layered single-crystal chromium thiophosphate (CrPS4)

(2018) Mi Jung Lee et al.   NPG Asia Materials

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

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

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

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

Electric-field induced structural transition in vertical MoTe2- and Mo1–xWxTe2-based resistive memories

(2018) Feng Zhang et al.   NATURE MATERIALS

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

(2018) Xiaojian Zhu et al.   NATURE MATERIALS

Proposal for a Leaky-Integrate-Fire Spiking Neuron Based on Magnetoelectric Switching of Ferromagnets

(2017) Akhilesh Jaiswal et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Atomristor: Nonvolatile Resistance Switching in Atomic Sheets of Transition Metal Dichalcogenides

(2017) Ruijing Ge et al.   NANO LETTERS

A MoS2-based coplanar neuron transistor for logic applications

(2017) S G Hu et al.   NANOTECHNOLOGY

Structural phase transition in monolayer MoTe2 driven by electrostatic doping

(2017) Ying Wang et al.   NATURE

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn et al.   Nature Communications

A ferroelectric relaxor polymer-enhanced p-type WSe2 transistor

(2017) Chong Yin et al.   Nanoscale

Anisotropic Black Phosphorus Synaptic Device for Neuromorphic Applications

(2016) He Tian et al.   ADVANCED MATERIALS

Ferroelectrically Gated Atomically Thin Transition-Metal Dichalcogenides as Nonvolatile Memory

(2016) Changhyun Ko et al.   ADVANCED MATERIALS

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

(2016) Chang Jin Wan et al.   ADVANCED MATERIALS

Electrochemical metallization switching with a platinum group metal in different oxides

(2016) Zhongrui Wang et al.   Nanoscale

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

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

(2016) Quoc An Vu et al.   Nature Communications

Mechanically-induced reverse phase transformation of MoS2 from stable 2H to metastable 1T and its memristive behavior

(2016) Peifu Cheng et al.   RSC Advances

Van der Waals heterostructures and devices

(2016) Yuan Liu et al.   Nature Reviews Materials

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

Spike processing with a graphene excitable laser

(2016) Bhavin J. Shastri et al.   Scientific Reports

Nonvolatile Ferroelectric Memory Circuit Using Black Phosphorus Nanosheet-Based Field-Effect Transistors with P(VDF-TrFE) Polymer

(2015) Young Tack Lee et al.   ACS Nano

Memory leads the way to better computing

(2015) H.-S. Philip Wong et al.   Nature Nanotechnology

Gate-tunable memristive phenomena mediated by grain boundaries in single-layer MoS2

(2015) Vinod K. Sangwan et al.   Nature Nanotechnology

Bandgap opening in few-layered monoclinic MoTe 2

(2015) Dong Hoon Keum et al.   Nature Physics

Phase patterning for ohmic homojunction contact in MoTe2

(2015) S. Cho et al.   SCIENCE

Plasticity in memristive devices for spiking neural networks

(2015) Sylvain Saïghi et al.   Frontiers in Neuroscience

Memristive phase switching in two-dimensional 1T-TaS2 crystals

(2015) M. Yoshida et al.   Science Advances

Atomic mechanism of the semiconducting-to-metallic phase transition in single-layered MoS2

(2014) Yung-Chang Lin et al.   Nature Nanotechnology

Structural phase transitions in two-dimensional Mo- and W-dichalcogenide monolayers

(2014) Karel-Alexander N. Duerloo et al.   Nature Communications

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

(2014) Yi Li et al.   Scientific Reports

Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array

(2014) Sukru B. Eryilmaz et al.   Frontiers in Neuroscience

Mimic synaptic behavior with a single floating gate transistor: A MemFlash synapse

(2013) Martin Ziegler et al.   JOURNAL OF APPLIED PHYSICS

Resolution Limits of Electron-Beam Lithography toward the Atomic Scale

(2013) Vitor R. Manfrinato et al.   NANO LETTERS

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

Theoretical models of synaptic short term plasticity

(2013) Matthias H. Hennig   Frontiers in Computational Neuroscience

Three-terminal ferroelectric synapse device with concurrent learning function for artificial neural networks

(2012) Y. Nishitani et al.   JOURNAL OF APPLIED PHYSICS

Memristive devices for computing

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

Nonvolatile resistive switching memories-characteristics, mechanisms and challenges

(2012) Feng PAN et al.   Progress in Natural Science-Materials International

Arithmetic and Biologically-Inspired Computing Using Phase-Change Materials

(2011) C. David Wright et al.   ADVANCED MATERIALS

Synaptic behaviors and modeling of a metal oxide memristive device

(2011) Ting Chang et al.   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

Short-term forms of presynaptic plasticity

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

Floating Gate Synapses With Spike-Time-Dependent Plasticity

(2011) Shubha Ramakrishnan et al.   IEEE Transactions on Biomedical Circuits and Systems

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Electrochemical metallization memories—fundamentals, applications, prospects

(2011) Ilia Valov et al.   NANOTECHNOLOGY

TiO2—a prototypical memristive material

(2011) K Szot et al.   NANOTECHNOLOGY

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

(2011) Takeo Ohno et al.   NATURE MATERIALS

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

Demonstration of Conductive Bridging Random Access Memory (CBRAM) in logic CMOS process

(2010) C. Gopalan et al.   SOLID-STATE ELECTRONICS

Inhomogeneous chemical states in resistance-switching devices with a planar-type Pt/CuO/Pt structure

(2009) R. Yasuhara et al.   APPLIED PHYSICS LETTERS

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE

Memristive switching mechanism for metal/oxide/metal nanodevices

(2008) J. Joshua Yang et al.   Nature Nanotechnology