Memristive Synapses for Brain-Inspired Computing

Control of Synaptic Plasticity Learning of Ferroelectric Tunnel Memristor by Nanoscale Interface Engineering

(2018) Rui Guo 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

Synaptic Plasticity and Metaplasticity of Biological Synapse Realized in a KNbO3 Memristor for Application to Artificial Synapse

(2018) Tae-Ho Lee et al.   ACS Applied Materials & Interfaces

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

(2018) Jun Yin et al.   ADVANCED FUNCTIONAL MATERIALS

Nonvolatile Memory Materials for Neuromorphic Intelligent Machines

(2018) Doo Seok Jeong et al.   ADVANCED MATERIALS

Memristor-Based Analog Computation and Neural Network Classification with a Dot Product Engine

(2018) Miao Hu et al.   ADVANCED MATERIALS

Diverse spike-timing-dependent plasticity based on multilevel HfOx memristor for neuromorphic computing

(2018) Ke Lu et al.   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

Neuromorphic computing enabled by physics of electron spins: Prospects and perspectives

(2018) Abhronil Sengupta et al.   Applied Physics Express

Artificial electronic synapse characteristics of a Ta/Ta2O5-x/Al2O3/InGaZnO4 memristor device on flexible stainless steel substrate

(2018) Xiaobing Yan et al.   APPLIED PHYSICS LETTERS

Improved Synapse Device With MLC and Conductance Linearity Using Quantized Conduction for Neuromorphic Systems

(2018) Seokjae Lim et al.   IEEE ELECTRON DEVICE LETTERS

Short-Term and Long-Term Plasticity Mimicked in Low-Voltage Ag/GeSe/TiN Electronic Synapse

(2018) Yi Sun et al.   IEEE ELECTRON DEVICE LETTERS

Understanding and Optimization of Pulsed SET Operation in HfOx-Based RRAM Devices for Neuromorphic Computing Applications

(2018) Andrea Padovani et al.   IEEE ELECTRON DEVICE LETTERS

Design and Hardware Implementation of Neuromorphic Systems With RRAM Synapses and Threshold-Controlled Neurons for Pattern Recognition

(2018) Yuning Jiang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

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

(2018) Daniele Ielmini   MICROELECTRONIC ENGINEERING

K-means Data Clustering with Memristor Networks

(2018) YeonJoo Jeong et al.   NANO LETTERS

Flexible memristors as electronic synapses for neuro-inspired computation based on scotch tape-exfoliated mica substrates

(2018) Xiaobing Yan et al.   Nano Research

Full imitation of synaptic metaplasticity based on memristor devices

(2018) Quantan Wu et al.   Nanoscale

Effect of conductance linearity and multi-level cell characteristics of TaOx-based synapse device on pattern recognition accuracy of neuromorphic system

(2018) Changhyuck Sung et al.   NANOTECHNOLOGY

SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations

(2018) Shinhyun Choi et al.   NATURE MATERIALS

Neuromorphic computing with memristive devices

(2018) Wen Ma et al.   Science China-Information Sciences

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

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

Efficient and self-adaptive in-situ learning in multilayer memristor neural networks

(2018) Can Li et al.   Nature Communications

Seamlessly fused digital-analogue reconfigurable computing using memristors

(2018) Alexantrou Serb et al.   Nature Communications

Unsupervised Hebbian learning experimentally realized with analogue memristive crossbar arrays

(2018) Mirko Hansen et al.   Scientific Reports

Spike-Timing Dependent Plasticity in Unipolar Silicon Oxide RRAM Devices

(2018) Konstantin Zarudnyi et al.   Frontiers in Neuroscience

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

Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part I: Al/Mo/Pr0.7Ca0.3MnO3 Material Improvements and Device Measurements

(2018) Kibong Moon et al.   IEEE Journal of the Electron Devices Society

Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr0.7Ca0.3MnO3 Device Characteristics on Neural Network Training Accuracy

(2018) Alessandro Fumarola et al.   IEEE Journal of the Electron Devices Society

Reliable Multivalued Conductance States in TaOx Memristors through Oxygen Plasma-Assisted Electrode Deposition with in Situ-Biased Conductance State Transmission Electron Microscopy Analysis

(2018) Myoung-Jae Lee et al.   ACS Applied Materials & Interfaces

A Ti/AlOx/TaOx/Pt Analog Synapse for Memristive Neural Network

(2018) Yi Sun et al.   IEEE ELECTRON DEVICE LETTERS

Improved Synaptic Behavior of CBRAM Using Internal Voltage Divider for Neuromorphic Systems

(2018) Seokjae Lim et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

(2018) Denys R B Ly et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Stretchable and conformable synapse memristors for wearable and implantable electronics

(2018) Mihua Yang et al.   Nanoscale

Ultra-low power Hf0.5Zr0.5O2 based ferroelectric tunnel junction synapses for hardware neural network applications

(2018) Lin Chen et al.   Nanoscale

Engineering synaptic characteristics of TaOx/HfO2 bi-layered resistive switching device

(2018) Sohyeon Kim et al.   NANOTECHNOLOGY

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

(2018) Wei Wang et al.   Science Advances

Arbitrary Spike Time Dependent Plasticity (STDP) in Memristor by Analog Waveform Engineering

(2017) Neeraj Panwar et al.   IEEE ELECTRON DEVICE LETTERS

Emulating Short-Term and Long-Term Plasticity of Bio-Synapse Based on Cu/a-Si/Pt Memristor

(2017) Xumeng Zhang et al.   IEEE ELECTRON DEVICE LETTERS

PCMO-Based RRAM and NPN Bipolar Selector as Synapse for Energy Efficient STDP

(2017) S. Lashkare et al.   IEEE ELECTRON DEVICE LETTERS

Improved Conductance Linearity and Conductance Ratio of 1T2R Synapse Device for Neuromorphic Systems

(2017) Kibong Moon et al.   IEEE ELECTRON DEVICE LETTERS

3-D Memristor Crossbars for Analog and Neuromorphic Computing Applications

(2017) Gina C. Adam et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Low-Power Forming Free TiO2–x/HfO2–y/TiO2–x-Trilayer RRAM Devices Exhibiting Synaptic Property Characteristics

(2017) Panagiotis Bousoulas et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Compact Model of HfOX-Based Electronic Synaptic Devices for Neuromorphic Computing

(2017) Peng Huang et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Temporal Learning Using Second-Order Memristors

(2017) Mohammed A. Zidan et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Single crystalline SrTiO3 as memristive model system: From materials science to neurological and psychological functions

(2017) Xue-Bing Yin et al.   JOURNAL OF ELECTROCERAMICS

Dual functionality of threshold and multilevel resistive switching characteristics in nanoscale HfO 2 -based RRAM devices for artificial neuron and synapse elements

(2017) Jiyong Woo et al.   MICROELECTRONIC ENGINEERING

Synaptic Plasticity Selectively Activated by Polarization-Dependent Energy-Efficient Ion Migration in an Ultrathin Ferroelectric Tunnel Junction

(2017) Chansoo Yoon et al.   NANO LETTERS

Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks

(2017) Shinhyun Choi et al.   NANO LETTERS

Emulation of synaptic metaplasticity in memristors

(2017) Xiaojian Zhu et al.   Nanoscale

Electronic imitation of behavioral and psychological synaptic activities using TiOx/Al2O3-based memristor devices

(2017) Writam Banerjee et al.   Nanoscale

Artificial synaptic characteristics with strong analog memristive switching in a Pt/CeO2/Pt structure

(2017) Hyung Jun Kim et al.   NANOTECHNOLOGY

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Sparse coding with memristor networks

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

Electrochemical-reaction-induced synaptic plasticity in MoOx-based solid state electrochemical cells

(2017) Chuan-Sen Yang et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Mesoscopic-Functionalization of Silk Fibroin with Gold Nanoclusters Mediated by Keratin and Bioinspired Silk Synapse

(2017) Yao Xing et al.   Small

Memristive Devices with Highly Repeatable Analog States Boosted by Graphene Quantum Dots

(2017) Changhong Wang et al.   Small

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

Flexible three-dimensional artificial synapse networks with correlated learning and trainable memory capability

(2017) Chaoxing Wu et al.   Nature Communications

Double-Barrier Memristive Devices for Unsupervised Learning and Pattern Recognition

(2017) Mirko Hansen et al.   Frontiers in Neuroscience

Rectification-Regulated Memristive Characteristics in Electron-Type CuPc-Based Element for Electrical Synapse

(2017) Laiyuan Wang et al.   Advanced Electronic Materials

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

(2017) G. Pedretti et al.   Scientific Reports

Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

(2016) William A. Borders et al.   Applied Physics Express

A sub-1-volt analog metal oxide memristive-based synaptic device with large conductance change for energy-efficient spike-based computing systems

(2016) Cheng-Chih Hsieh et al.   APPLIED PHYSICS LETTERS

Synaptic devices based on purely electronic memristors

(2016) Ruobing Pan et al.   APPLIED PHYSICS LETTERS

Anomalous rectification in a purely electronic memristor

(2016) Jingrui Wang et al.   APPLIED PHYSICS LETTERS

Resistive Switching and Synaptic Behaviors of TaN/Al2O3/ZnO/ITO Flexible Devices With Embedded Ag Nanoparticles

(2016) Da-Ting Wang et al.   IEEE ELECTRON DEVICE LETTERS

Analog Synapse Device With 5-b MLC and Improved Data Retention for Neuromorphic System

(2016) Kibong Moon et al.   IEEE ELECTRON DEVICE LETTERS

TiOx-Based RRAM Synapse With 64-Levels of Conductance and Symmetric Conductance Change by Adopting a Hybrid Pulse Scheme for Neuromorphic Computing

(2016) Jaesung Park et al.   IEEE ELECTRON DEVICE LETTERS

All Spin Artificial Neural Networks Based on Compound Spintronic Synapse and Neuron

(2016) Deming Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

Optimized Programming Scheme Enabling Linear Potentiation in Filamentary HfO2 RRAM Synapse for Neuromorphic Systems

(2016) Jiyong Woo et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Ta2O5-memristor synaptic array with winner-take-all method for neuromorphic pattern matching

(2016) Son Ngoc Truong et al.   JOURNAL OF THE KOREAN PHYSICAL SOCIETY

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

(2016) Xue Yang et al.   Nanoscale

All-memristive neuromorphic computing with level-tuned neurons

(2016) Angeliki Pantazi et al.   NANOTECHNOLOGY

3D Ta/TaOx/TiO2/Ti synaptic array and linearity tuning of weight update for hardware neural network applications

(2016) I-Ting Wang et al.   NANOTECHNOLOGY

A CMOS-compatible electronic synapse device based on Cu/SiO2/W programmable metallization cells

(2016) Wenhao Chen et al.   NANOTECHNOLOGY

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

Spintronic Nanodevices for Bioinspired Computing

(2016) Julie Grollier et al.   PROCEEDINGS OF THE IEEE

Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses

(2016) Alexander Serb et al.   Nature Communications

Physical Realization of a Supervised Learning System Built with Organic Memristive Synapses

(2016) Yu-Pu Lin et al.   Scientific Reports

First steps towards the realization of a double layer perceptron based on organic memristive devices

(2016) A. V. Emelyanov et al.   AIP Advances

Multistate Resistive Switching Memory for Synaptic Memory Applications

(2016) Mrinal K. Hota et al.   Advanced Materials Interfaces

Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting

(2016) Thilo Werner et al.   Frontiers in Neuroscience

Short-Term Plasticity and Long-Term Potentiation in Magnetic Tunnel Junctions: Towards Volatile Synapses

(2016) Abhronil Sengupta et al.   Physical Review Applied

Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems

(2016) Abhronil Sengupta et al.   Physical Review Applied

Investigation and Manipulation of Different Analog Behaviors of Memristor as Electronic Synapse for Neuromorphic Applications

(2016) Changhong Wang et al.   Scientific Reports

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

(2016) Steven Lequeux et al.   Scientific Reports

Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning

(2016) Gopalakrishnan Srinivasan et al.   Scientific Reports

Filamentary Switching: Synaptic Plasticity through Device Volatility

(2015) Selina La Barbera et al.   ACS Nano

Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Synaptic Metaplasticity Realized in Oxide Memristive Devices

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

Pt/Ta2O5/HfO2−x/Ti Resistive Switching Memory Competing with Multilevel NAND Flash

(2015) Jung Ho Yoon 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

Trade-off between number of conductance states and variability of conductance change in Pr0.7Ca0.3MnO3-based synapse device

(2015) Daeseok Lee et al.   APPLIED PHYSICS LETTERS

Spin-orbit torque induced spike-timing dependent plasticity

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

Optimization of Conductance Change in Pr1–xCaxMnO3-Based Synaptic Devices for Neuromorphic Systems

(2015) Jun-Woo Jang et al.   IEEE ELECTRON DEVICE LETTERS

Implementation of Short-Term Plasticity and Long-Term Potentiation in a Synapse Using Si-Based Type of Charge-Trap Memory

(2015) Myoung-Sun Lee et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Noise-Induced Resistance Broadening in Resistive Switching Memory—Part II: Array Statistics

(2015) Stefano Ambrogio et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

(2015) Daniele Garbin et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron

(2015) Myonglae Chu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Coupled Spin Torque Nano Oscillators for Low Power Neural Computation

(2015) Karthik Yogendra et al.   IEEE TRANSACTIONS ON MAGNETICS

An Associative Memory Device Using a Magnetic Tunnel Junction

(2015) Dong Ik Suh et al.   IEEE TRANSACTIONS ON MAGNETICS

STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks

(2015) Deliang Fan et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Resistive switching and synaptic properties of fully atomic layer deposition grown TiN/HfO2/TiN devices

(2015) Yu. Matveyev et al.   JOURNAL OF APPLIED PHYSICS

Synaptic potentiation and depression in Al:HfO2-based memristor

(2015) E. Covi et al.   MICROELECTRONIC ENGINEERING

Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity

(2015) Sungho Kim et al.   NANO LETTERS

Fully parallel write/read in resistive synaptic array for accelerating on-chip learning

(2015) Ligang Gao et al.   NANOTECHNOLOGY

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

(2015) M. Prezioso et al.   NATURE

Nanoscale cation motion in TaOx, HfOx and TiOx memristive systems

(2015) Anja Wedig et al.   Nature Nanotechnology

Understanding the gradual reset in Pt/Al2O3/Ni RRAM for synaptic applications

(2015) Biplab Sarkar et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Associative memory realized by a reconfigurable memristive Hopfield neural network

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

Memristive and neuromorphic behavior in a LixCoO2 nanobattery

(2015) V. H. Mai et al.   Scientific Reports

Electronic system with memristive synapses for pattern recognition

(2015) Sangsu Park et al.   Scientific Reports

Characterization and Modeling of Nonfilamentary Ta/TaOx/TiO2/Ti Analog Synaptic Device

(2015) Yu-Fen Wang et al.   Scientific Reports

Mechanism for resistive switching in chalcogenide-based electrochemical metallization memory cells

(2015) Fei Zhuge et al.   AIP Advances

Implementation of a spike-based perceptron learning rule using TiO2−x memristors

(2015) Hesham Mostafa et al.   Frontiers in Neuroscience

A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems

(2015) Zhongqiang Wang et al.   Frontiers in Neuroscience

Associative Learning with Temporal Contiguity in a Memristive Circuit for Large-Scale Neuromorphic Networks

(2015) Yi Li et al.   Advanced Electronic Materials

A double barrier memristive device

(2015) M. Hansen et al.   Scientific Reports

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

Statistical Fluctuations in HfOx Resistive-Switching Memory: Part II—Random Telegraph Noise

(2014) Stefano Ambrogio et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Ferroelectric Artificial Synapses for Recognition of a Multishaded Image

(2014) Yukihiro Kaneko et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Synaptic long-term potentiation realized in Pavlov's dog model based on a NiOx-based memristor

(2014) S. G. Hu et al.   JOURNAL OF APPLIED PHYSICS

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

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

Bivariate-continuous-tunable interface memristor based on Bi2S3 nested nano-networks

(2014) Ye Tian et al.   Nano Research

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

(2014) Kibong Moon et al.   NANOTECHNOLOGY

Layered memristive and memcapacitive switches for printable electronics

(2014) Alexander A. Bessonov et al.   NATURE MATERIALS

A nitrogen-treated memristive device for tunable electronic synapses

(2014) Sangsu Park et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Analog resistive switching behavior of Al/Nb2O5/Al device

(2014) H Mähne et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Incremental resistance programming of programmable metallization cells for use as electronic synapses

(2014) D. Mahalanabis et al.   SOLID-STATE ELECTRONICS

Ferroelectric tunnel junctions for information storage and processing

(2014) Vincent Garcia et al.   Nature Communications

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

(2014) Yi Li et al.   Scientific Reports

Novel synaptic memory device for neuromorphic computing

(2014) Saptarshi Mandal et al.   Scientific Reports

Highly Compact (4F2) and Well Behaved Nano-Pillar Transistor Controlled Resistive Switching Cell for Neuromorphic System Application

(2014) Bing Chen et al.   Scientific Reports

A Low Energy Oxide-Based Electronic Synaptic Device for Neuromorphic Visual Systems with Tolerance to Device Variation

(2013) Shimeng Yu et al.   ADVANCED MATERIALS

Study of Synaptic Behavior in Doped Transition Metal Oxide-Based Reconfigurable Devices

(2013) Saptarshi Mandal et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Neuromorphic Character Recognition System With Two PCMO Memristors as a Synapse

(2013) Ahmad Muqeem Sheri et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Stochastic memristive devices for computing and neuromorphic applications

(2013) Siddharth Gaba et al.   Nanoscale

Synaptic plasticity and memory functions achieved in a WO3−x-based nanoionics device by using the principle of atomic switch operation

(2013) Rui Yang et al.   NANOTECHNOLOGY

Pattern classification by memristive crossbar circuits using ex situ and in situ training

(2013) Fabien Alibart et al.   Nature Communications

Ultrafast Synaptic Events in a Chalcogenide Memristor

(2013) Yi Li et al.   Scientific Reports

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

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

(2012) Rui Yang et al.   ACS Nano

Beyond von-Neumann Computing with Nanoscale Phase-Change Memory Devices

(2012) C. David Wright et al.   ADVANCED FUNCTIONAL MATERIALS

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

The Memristive Magnetic Tunnel Junction as a Nanoscopic Synapse-Neuron System

(2012) Patryk Krzysteczko et al.   ADVANCED MATERIALS

First-principles simulation of oxygen diffusion in HfOx: Role in the resistive switching mechanism

(2012) S. Clima et al.   APPLIED PHYSICS LETTERS

Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture

(2012) Olivier Bichler et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Simulation of multilevel switching in electrochemical metallization memory cells

(2012) Stephan Menzel et al.   JOURNAL OF APPLIED PHYSICS

Conductance quantization and synaptic behavior in a Ta2O5-based atomic switch

(2012) Tohru Tsuruoka et al.   NANOTECHNOLOGY

A ferroelectric memristor

(2012) André Chanthbouala et al.   NATURE MATERIALS

Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor

(2011) Ting Chang et al.   ACS Nano

Synaptic behaviors and modeling of a metal oxide memristive device

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

Resistance switching memories are memristors

(2011) Leon Chua   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

(2011) Shimeng Yu et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Solid-state memories based on ferroelectric tunnel junctions

(2011) André Chanthbouala et al.   Nature Nanotechnology

On the Gradual Unipolar and Bipolar Resistive Switching of TiN\HfO[sub 2]\Pt Memory Systems

(2010) L. Goux et al.   ELECTROCHEMICAL AND SOLID STATE LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Complementary resistive switches for passive nanocrossbar memories

(2010) Eike Linn et al.   NATURE MATERIALS

Mechanism for bipolar resistive switching in transition-metal oxides

(2010) M. J. Rozenberg et al.   PHYSICAL REVIEW B

Electronic correlation effects in reduced rutileTiO2within theLDA+Umethod

(2010) Seong-Geon Park et al.   PHYSICAL REVIEW B

Memristive switching of MgO based magnetic tunnel junctions

(2009) Patryk Krzysteczko et al.   APPLIED PHYSICS LETTERS

Spintronic Memristor Through Spin-Torque-Induced Magnetization Motion

(2009) Xiaobin Wang et al.   IEEE ELECTRON DEVICE LETTERS

An electrically modifiable synapse array of resistive switching memory

(2009) Hyejung Choi et al.   NANOTECHNOLOGY

Current induced resistance change of magnetic tunnel junctions with ultra-thin MgO tunnel barriers

(2008) Patryk Krzysteczko et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Magnetic Tunnel Junctions with Ferroelectric Barriers: Prediction of Four Resistance States from First Principles

(2008) Julian P. Velev et al.   NANO LETTERS