Optimization of non-linear conductance modulation based on metal oxide memristors

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

(2018) Jiadi Zhu et al.   ADVANCED MATERIALS

Resistive Switching Device Technology Based on Silicon Oxide for Improved ON–OFF Ratio—Part I: Memory Devices

(2018) Alessandro Bricalli et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Parasitic Effect Analysis in Memristor-Array-Based Neuromorphic Systems

(2018) YeonJoo Jeong et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

The rate limiting process and its activation energy in the forming process of a Cu/Ta2O5/Pt gapless-type atomic switch

(2018) Yuki Shigeoka et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Investigation of resistance switching in SiO x RRAM cells using a 3D multi-scale kinetic Monte Carlo simulator

(2018) Toufik Sadi et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

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

(2018) Xiaobing Yan et al.   Nano Research

Realization of synaptic learning and memory functions in Y2O3 based memristive device fabricated by dual ion beam sputtering

(2018) Mangal Das et al.   NANOTECHNOLOGY

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

GST-memristor-based online learning neural networks

(2018) Shuixin Xiao et al.   NEUROCOMPUTING

Impact of Synaptic Device Variations on Pattern Recognition Accuracy in a Hardware Neural Network

(2018) Sungho Kim et al.   Scientific Reports

Oxygen vacancy migration/diffusion induced synaptic plasticity in a single titanate nanobelt

(2018) Ming Xiao et al.   Nanoscale

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

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

Heat Transfer in Filamentary RRAM Devices

(2017) Dipesh Niraula et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Synaptic Characteristics of Ag/AgInSbTe/Ta-Based Memristor for Pattern Recognition Applications

(2017) Yang Zhang et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Investigating the origins of high multilevel resistive switching in forming free Ti/TiO2−x-based memory devices through experiments and simulations

(2017) P. Bousoulas et al.   JOURNAL OF APPLIED PHYSICS

Integrated Circuit with Memristor Emulator Array and Neuron Circuits for Biologically Inspired Neuromorphic Pattern Recognition

(2017) Rajeev Ranjan et al.   JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS

Resistive switching characteristics of MIM structures based on oxygen-variable ultra-thin HfO 2 and fabricated at low temperature

(2017) Joel Molina et al.   MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING

Spatially uniform resistance switching of low current, high endurance titanium–niobium-oxide memristors

(2017) Suhas Kumar et al.   Nanoscale

Emulation of synaptic metaplasticity in memristors

(2017) Xiaojian Zhu et al.   Nanoscale

A novel artificial synapse with dual modes using bilayer graphene as the bottom electrode

(2017) He Tian et al.   Nanoscale

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

(2017) Writam Banerjee et al.   Nanoscale

Enhanced Biocompatibility in Anodic TaO x Nanotube Arrays

(2017) Yu-Jin Zeng et al.   Nanoscale Research Letters

Synaptic Plasticity and Learning Behaviors Mimicked in Single Inorganic Synapses of Pt/HfOx/ZnOx/TiN Memristive System

(2017) Lai-Guo Wang et al.   Nanoscale Research Letters

An approximate backpropagation learning rule for memristor based neural networks using synaptic plasticity

(2017) D. Negrov et al.   NEUROCOMPUTING

Extreme multistability analysis of memristor-based chaotic system and its application in image decryption

(2017) Chuang Li et al.   AIP Advances

Tunable defect engineering in TiON thin films by multi-step sputtering processes: from a Schottky diode to resistive switching memory

(2017) Teng-Yu Su et al.   Journal of Materials Chemistry C

Enhanced Biocompatibility in Anodic TaO x Nanotube Arrays

(2017) Yu-Jin Zeng et al.   Nanoscale Research Letters

Synaptic Plasticity and Learning Behaviors Mimicked in Single Inorganic Synapses of Pt/HfOx/ZnOx/TiN Memristive System

(2017) Lai-Guo Wang et al.   Nanoscale Research Letters

Synaptic plasticity and learning behavior in transparent tungsten oxide-based memristors

(2017) Bo Qu et al.   MATERIALS & DESIGN

A multiply-add engine with monolithically integrated 3D memristor crossbar/CMOS hybrid circuit

(2017) B. Chakrabarti et al.   Scientific Reports

Memristive Switching in Bi1–xSbx Nanowires

(2016) Nalae Han et al.   ACS Applied Materials & Interfaces

Synaptic devices based on purely electronic memristors

(2016) Ruobing Pan et al.   APPLIED PHYSICS LETTERS

Memristor and selector devices fabricated from HfO2−xNx

(2016) B. J. Murdoch et al.   APPLIED PHYSICS LETTERS

Recent progress in tungsten oxides based memristors and their neuromorphological applications

(2016) Bo Qu et al.   Electronic Materials Letters

Investigation of Cycle-to-Cycle Variability in HfO2-Based OxRAM

(2016) Giuseppe Piccolboni et al.   IEEE ELECTRON DEVICE LETTERS

Improved Synaptic Behavior Under Identical Pulses Using AlOx/HfO2Bilayer RRAM Array for Neuromorphic Systems

(2016) Jiyong Woo 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

Tuning resistive switching parameters in Si 3 N 4 -based RRAM for three-dimensional vertical resistive memory applications

(2016) Sungjun Kim et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Engineering incremental resistive switching in TaOxbased memristors for brain-inspired computing

(2016) Zongwei Wang et al.   Nanoscale

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

(2016) Xue Yang et al.   Nanoscale

Crossbar Nanoscale HfO2-Based Electronic Synapses

(2016) Yury Matveyev et al.   Nanoscale Research Letters

Repeatable, accurate, and high speed multi-level programming of memristor 1T1R arrays for power efficient analog computing applications

(2016) Emmanuelle J Merced-Grafals et al.   NANOTECHNOLOGY

Electrode-induced digital-to-analog resistive switching in TaOx-based RRAM devices

(2016) Xinyi Li et al.   NANOTECHNOLOGY

Modulation of nonlinear resistive switching behavior of a TaOx-based resistive device through interface engineering

(2016) Zongwei Wang 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

Microstructure and dynamics of vacancy-induced nanofilamentary switching network in donor doped SrTiO3−xmemristors

(2016) Hussein Nili et al.   NANOTECHNOLOGY

Pt/WO3/FTO memristive devices with recoverable pseudo-electroforming for time-delay switches in neuromorphic computing

(2016) Tuo Shi et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Artificial synapses based on biopolymer electrolyte-coupled SnO2 nanowire transistors

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

Synaptic plasticity and learning behaviours in flexible artificial synapse based on polymer/viologen system

(2016) Chaochao Zhang et al.   Journal of Materials Chemistry C

Crossbar Nanoscale HfO2-Based Electronic Synapses

(2016) Yury Matveyev et al.   Nanoscale Research Letters

Ternary Synaptic Plasticity Arising from Memdiode Behavior of TiOxSingle Nanowires

(2016) De Shun Hong et al.   Advanced Electronic Materials

Memristors for Energy-Efficient New Computing Paradigms

(2016) Doo Seok Jeong et al.   Advanced Electronic Materials

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

(2016) Changhong Wang et al.   Scientific Reports

Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors

(2016) M. Prezioso et al.   Scientific Reports

Sub-10 nm Ta Channel Responsible for Superior Performance of a HfO2 Memristor

(2016) Hao Jiang et al.   Scientific Reports

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

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Resistance switching memory in perovskite oxides

(2015) Z.B. Yan et al.   ANNALS OF PHYSICS

Utilizing multiple state variables to improve the dynamic range of analog switching in a memristor

(2015) YeonJoo Jeong et al.   APPLIED PHYSICS LETTERS

Neuronal Synapse as a Memristor: Modeling Pair- and Triplet-Based STDP Rule

(2015) Weiran Cai et al.   IEEE Transactions on Biomedical Circuits and Systems

RRAM-Based Analog Approximate Computing

(2015) Boxun Li et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

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

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

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

(2015) Sungho Kim et al.   NANO LETTERS

Non-exponential resistive switching in Ag2S memristors: a key to nanometer-scale non-volatile memory devices

(2015) Agnes Gubicza et al.   Nanoscale

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

Complementary and bipolar regimes of resistive switching in TiN/HfO2/TiN stacks grown by atomic-layer deposition

(2015) K. V. Egorov et al.   PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE

Bioinspired Programming of Memory Devices for Implementing an Inference Engine

(2015) Damien Querlioz et al.   PROCEEDINGS OF THE IEEE

Investigation of the synaptic device based on the resistive switching behavior in hafnium oxide

(2015) Bin Gao et al.   Progress in Natural Science-Materials International

A Memristor as Multi-Bit Memory: Feasibility Analysis

(2015) O. Bass et al.   Radioengineering

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

Investigation of the synaptic device based on the resistive switching behavior in hafnium oxide

(2015) Bin Gao et al.   Progress in Natural Science-Materials International

Tuning Resistive Switching Characteristics of Tantalum Oxide Memristors through Si Doping

(2014) Sungho Kim et al.   ACS Nano

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

Comprehensive Physical Model of Dynamic Resistive Switching in an Oxide Memristor

(2014) Sungho Kim et al.   ACS Nano

Oxide Resistive Memory with Functionalized Graphene as Built-in Selector Element

(2014) Yuchao Yang et al.   ADVANCED MATERIALS

3-D Vertical Dual-Layer Oxide Memristive Devices

(2014)   IEEE TRANSACTIONS ON ELECTRON DEVICES

Homogeneous barrier modulation of TaOx/TiO2 bilayers for ultra-high endurance three-dimensional storage-class memory

(2014) Chung-Wei Hsu et al.   NANOTECHNOLOGY

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

(2014) P. A. Merolla et al.   SCIENCE

Analog resistive switching behavior of Al/Nb2O5/Al device

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

Electrochemical dynamics of nanoscale metallic inclusions in dielectrics

(2014) Yuchao Yang et al.   Nature Communications

Electric-pulse-induced resistance switching effect in the bulk of La0.5Ca0.5MnO3 ceramics

(2014) M. L. Wu et al.   AIP Advances

Oxide Heterostructure Resistive Memory

(2013) Yuchao Yang et al.   NANO LETTERS

Nanoscale resistive switching devices: mechanisms and modeling

(2013) Yuchao Yang et al.   Nanoscale

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

Physical electro-thermal model of resistive switching in bi-layered resistance-change memory

(2013) Sungho Kim 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

Thermophoresis/diffusion as a plausible mechanism for unipolar resistive switching in metal–oxide–metal memristors

(2012) Dmitri B. Strukov et al.   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

Complementary resistive switching in tantalum oxide-based resistive memory devices

(2012) Yuchao Yang et al.   APPLIED PHYSICS LETTERS

A SPICE Compact Model of Metal Oxide Resistive Switching Memory With Variations

(2012) Ximeng Guan et al.   IEEE ELECTRON DEVICE LETTERS

Memristor Emulator for Memristor Circuit Applications

(2012) Hyongsuk Kim et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Resistive Switching by Voltage-Driven Ion Migration in Bipolar RRAM—Part II: Modeling

(2012) Stefano Larentis et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

MEMRISTIVE CHAOTIC CIRCUITS BASED ON CELLULAR NONLINEAR NETWORKS

(2012) ARTURO BUSCARINO et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

Memristive devices for computing

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

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location

(2012) M. Graupner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Observation of conducting filament growth in nanoscale resistive memories

(2012) Yuchao Yang et al.   Nature Communications

Origin of the Ultra-nonlinear Switching Kinetics in Oxide-Based Resistive Switches

(2011) Stephan Menzel et al.   ADVANCED FUNCTIONAL MATERIALS

In Situ Observation of Voltage-Induced Multilevel Resistive Switching in Solid Electrolyte Memory

(2011) Sang-Jun Choi et al.   ADVANCED MATERIALS

Anatomy of a Nanoscale Conduction Channel Reveals the Mechanism of a High-Performance Memristor

(2011) Feng Miao 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

Analog memory and spike-timing-dependent plasticity characteristics of a nanoscale titanium oxide bilayer resistive switching device

(2011) Kyungah Seo et al.   NANOTECHNOLOGY

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

(2011) Takeo Ohno et al.   NATURE MATERIALS

A fast, high-endurance and scalable non-volatile memory device made from asymmetric Ta2O5−x/TaO2−x bilayer structures

(2011) Myoung-Jae Lee et al.   NATURE MATERIALS

Learning Abilities Achieved by a Single Solid-State Atomic Switch

(2010) Tsuyoshi Hasegawa et al.   ADVANCED MATERIALS

Two-Terminal Carbon Nanotube Programmable Devices for Adaptive Architectures

(2010) Guillaume Agnus et al.   ADVANCED MATERIALS

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

(2010) Qianxi Lai et al.   ADVANCED MATERIALS

High switching endurance in TaOx memristive devices

(2010) J. Joshua Yang et al.   APPLIED PHYSICS LETTERS

A Phenomenological Model for the Reset Mechanism of Metal Oxide RRAM

(2010) Shimeng Yu et al.   IEEE ELECTRON DEVICE LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Resistive Random Access Memory (ReRAM) Based on Metal Oxides

(2010) Hiroyuki Akinaga et al.   PROCEEDINGS OF THE IEEE

Redox-Based Resistive Switching Memories - Nanoionic Mechanisms, Prospects, and Challenges

(2009) Rainer Waser et al.   ADVANCED MATERIALS

Multilevel resistive switching with ionic and metallic filaments

(2009) Ming Liu et al.   APPLIED PHYSICS LETTERS

A hybrid nanomemristor/transistor logic circuit capable of self-programming

(2009) Julien Borghetti et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

CMOS Compatible Nanoscale Nonvolatile Resistance Switching Memory

(2008) Sung Hyun Jo et al.   NANO LETTERS

Programmable Resistance Switching in Nanoscale Two-Terminal Devices

(2008) Sung Hyun Jo et al.   NANO LETTERS

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

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA