Memristors for Energy-Efficient New Computing Paradigms

Relaxation oscillator-realized artificial electronic neurons, their responses, and noise

(2016) Hyungkwang Lim et al.   Nanoscale

Leaky Integrate-and-Fire Neuron Circuit Based on Floating-Gate Integrator

(2016) Vladimir Kornijcuk et al.   Frontiers in Neuroscience

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

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Self-Limited Switching in Ta2O5/TaOxMemristors Exhibiting Uniform Multilevel Changes in Resistance

(2015) Kyung Min Kim et al.   ADVANCED FUNCTIONAL MATERIALS

Memristive Physically Evolving Networks Enabling the Emulation of Heterosynaptic Plasticity

(2015) Yuchao Yang et al.   ADVANCED MATERIALS

In Situ Tuning of Switching Window in a Gate-Controlled Bilayer Graphene-Electrode Resistive Memory Device

(2015) He Tian et al.   ADVANCED MATERIALS

Trilayer Tunnel Selectors for Memristor Memory Cells

(2015) Byung Joon Choi 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

Nanoscale phase change memory with graphene ribbon electrodes

(2015) Ashkan Behnam et al.   APPLIED PHYSICS LETTERS

Bidirectional voltage biased implication operations using SiOx based unipolar memristors

(2015) Fei Zhou 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

An Electronic Synapse Device Based on Solid Electrolyte Resistive Random Access Memory

(2015) Wei Zhang et al.   IEEE ELECTRON DEVICE LETTERS

Energy-Efficient Phase-Change Memory with Graphene as a Thermal Barrier

(2015) Chiyui Ahn et al.   NANO LETTERS

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

(2015) Sungho Kim et al.   NANO LETTERS

Imaging the Three-Dimensional Conductive Channel in Filamentary-Based Oxide Resistive Switching Memory

(2015) Umberto Celano et al.   NANO LETTERS

Understanding the conductive channel evolution in Na:WO3−x-based planar devices

(2015) Dashan Shang et al.   Nanoscale

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

Single-chip microprocessor that communicates directly using light

(2015) Chen Sun et al.   NATURE

Thickness-dependent electroforming behavior of ultra-thin Ta2O5resistance switching layer

(2015) Tae Hyung Park et al.   Physica Status Solidi-Rapid Research Letters

Metal oxide-resistive memory using graphene-edge electrodes

(2015) Seunghyun Lee et al.   Nature Communications

Reliability of neuronal information conveyed by unreliable neuristor-based leaky integrate-and-fire neurons: a model study

(2015) Hyungkwang Lim et al.   Scientific Reports

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

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

Data Clustering using Memristor Networks

(2015) Shinhyun Choi et al.   Scientific Reports

Thickness effect of ultra-thin Ta2O5 resistance switching layer in 28 nm-diameter memory cell

(2015) Tae Hyung Park et al.   Scientific Reports

A memristive spiking neuron with firing rate coding

(2015) Marina Ignatov 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

Plasticity in memristive devices for spiking neural networks

(2015) Sylvain Saïghi et al.   Frontiers in Neuroscience

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

Highly Uniform, Electroforming-Free, and Self-Rectifying Resistive Memory in the Pt/Ta2O5/HfO2-x/TiN Structure

(2014) Jung Ho Yoon et al.   ADVANCED FUNCTIONAL MATERIALS

A Review of Three-Dimensional Resistive Switching Cross-Bar Array Memories from the Integration and Materials Property Points of View

(2014) Jun Yeong Seok et al.   ADVANCED FUNCTIONAL MATERIALS

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

(2014) Yuchao Yang et al.   ADVANCED MATERIALS

Ultralow Sub-1-nA Operating Current Resistive Memory With Intrinsic Non-Linear Characteristics

(2014) Siddharth Gaba et al.   IEEE ELECTRON DEVICE LETTERS

Filament growth dynamics in solid electrolyte-based resistive memories revealed by in situ TEM

(2014) Xuezeng Tian et al.   Nano Research

Multiprotocol-induced plasticity in artificial synapses

(2014) Vladimir Kornijcuk et al.   Nanoscale

Stochastic Electronics: A Neuro-Inspired Design Paradigm for Integrated Circuits

(2014) Tara Julia Hamilton et al.   PROCEEDINGS OF THE IEEE

Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges

(2014) Mostafa Rahimi Azghadi et al.   PROCEEDINGS OF THE IEEE

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

(2014) P. A. Merolla et al.   SCIENCE

If it’s pinched it’s a memristor

(2014) Leon Chua   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Electrode-material dependent switching in TaOxmemristors

(2014) Ning Ge et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Evolution of conduction channel and its effect on resistance switching for Au-WO3-x–Au devices

(2014) D. S. Hong et al.   Scientific Reports

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

Enabling an Integrated Rate-temporal Learning Scheme on Memristor

(2014) Wei He et al.   Scientific Reports

Impact of the Counter-Electrode Material on Redox Processes in Resistive Switching Memories

(2014) Stefan Tappertzhofen et al.   ChemElectroChem

Local Temperature Redistribution and Structural Transition During Joule-Heating-Driven Conductance Switching in VO2

(2013) Suhas Kumar et al.   ADVANCED MATERIALS

Polymer-Based Resistive Memory Materials and Devices

(2013) Wen-Peng Lin et al.   ADVANCED MATERIALS

Bio-Inspired Stochastic Computing Using Binary CBRAM Synapses

(2013) Manan Suri et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

In-situ transmission electron microscopy of conductive filaments in NiO resistance random access memory and its analysis

(2013) Takashi Fujii et al.   JOURNAL OF APPLIED PHYSICS

Dynamic Evolution of Conducting Nanofilament in Resistive Switching Memories

(2013) Jui-Yuan Chen et al.   NANO LETTERS

Electrical Performance and Scalability of Pt Dispersed SiO2 Nanometallic Resistance Switch

(2013) Byung Joon Choi et al.   NANO LETTERS

Nanoscale resistive switching devices: mechanisms and modeling

(2013) Yuchao Yang et al.   Nanoscale

Elastic resistance change and action potential generation of non-faradaic Pt/TiO2/Pt capacitors

(2013) Hyungkwang Lim et al.   Nanoscale

Evolution of the shape of the conducting channel in complementary resistive switching transition metal oxides

(2013) Kyung Jean Yoon et al.   Nanoscale

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

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

(2013) Fabien Alibart et al.   Nature Communications

Real-time identification of the evolution of conducting nano-filaments in TiO2 thin film ReRAM

(2013) Seul Ji Song et al.   Scientific Reports

A Study on the Scalability of a Selector Device Using Threshold Switching in Pt/GeSe/Pt

(2013) H.-W. Ahn et al.   ECS Solid State Letters

Finding a roadmap to achieve large neuromorphic hardware systems

(2013) Jennifer Hasler et al.   Frontiers in Neuroscience

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

An Electronic Version of Pavlov's Dog

(2012) Martin Ziegler et al.   ADVANCED FUNCTIONAL MATERIALS

Real-Time Observation on Dynamic Growth/Dissolution of Conductive Filaments in Oxide-Electrolyte-Based ReRAM

(2012) Qi Liu et al.   ADVANCED MATERIALS

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

(2012) Patryk Krzysteczko et al.   ADVANCED MATERIALS

Engineering nonlinearity into memristors for passive crossbar applications

(2012) J. Joshua Yang et al.   APPLIED PHYSICS LETTERS

Spike-Timing-Dependent Plasticity With Weight Dependence Evoked From Physical Constraints

(2012) Simeon A. Bamford et al.   IEEE Transactions on Biomedical Circuits and Systems

Physical aspects of low power synapses based on phase change memory devices

(2012) Manan Suri et al.   JOURNAL OF APPLIED PHYSICS

Threshold resistive and capacitive switching behavior in binary amorphous GeSe

(2012) Doo Seok Jeong et al.   JOURNAL OF APPLIED PHYSICS

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

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

Memristive tri-stable resistive switching at ruptured conducting filaments of a Pt/TiO2/Pt cell

(2012) Kyung Jean Yoon et al.   NANOTECHNOLOGY

Beyond von Neumann—logic operations in passive crossbar arrays alongside memory operations

(2012) E Linn et al.   NANOTECHNOLOGY

A scalable neuristor built with Mott memristors

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

A ferroelectric memristor

(2012) André Chanthbouala et al.   NATURE MATERIALS

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

Emerging memories: resistive switching mechanisms and current status

(2012) Doo Seok Jeong et al.   REPORTS ON PROGRESS IN PHYSICS

The Human Brain Project

(2012) Henry Markram   SCIENTIFIC AMERICAN

Observation of conducting filament growth in nanoscale resistive memories

(2012) Yuchao Yang et al.   Nature Communications

Towards artificial neurons and synapses: a materials point of view

(2012) Doo Seok Jeong et al.   RSC Advances

A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing

(2011) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

Organic Resistive Memory Devices: Performance Enhancement, Integration, and Advanced Architectures

(2011) Byungjin Cho et al.   ADVANCED FUNCTIONAL MATERIALS

Oxide Double-Layer Nanocrossbar for Ultrahigh-Density Bipolar Resistive Memory

(2011) Seo Hyoung Chang et al.   ADVANCED MATERIALS

Atomic Switch: Atom/Ion Movement Controlled Devices for Beyond Von-Neumann Computers

(2011) Tsuyoshi Hasegawa 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

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

Nanofilamentary resistive switching in binary oxide system; a review on the present status and outlook

(2011) Kyung Min Kim et al.   NANOTECHNOLOGY

A detailed understanding of the electronic bipolar resistance switching behavior in Pt/TiO2/Pt structure

(2011) Kyung Min Kim 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

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations

(2011) J. Gjorgjieva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The World's Technological Capacity to Store, Communicate, and Compute Information

(2011) M. Hilbert et al.   SCIENCE

Direct Identification of the Conducting Channels in a Functioning Memristive Device

(2010) John Paul Strachan 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

Influence of the Interconnection Line Resistance and Performance of a Resistive Cross Bar Array Memory

(2010) Gun Hwan Kim et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

A Pt/TiO2/Ti Schottky-type selection diode for alleviating the sneak current in resistance switching memory arrays

(2010) Woo Young Park et al.   NANOTECHNOLOGY

A theoretical model for Schottky diodes for excluding the sneak current in cross bar array resistive memory

(2010) Gun Hwan Kim et al.   NANOTECHNOLOGY

‘Memristive’ switches enable ‘stateful’ logic operations via material implication

(2010) Julien Borghetti et al.   NATURE

Complementary resistive switches for passive nanocrossbar memories

(2010) Eike Linn et al.   NATURE MATERIALS

Atomic structure of conducting nanofilaments in TiO2 resistive switching memory

(2010) Deok-Hwang Kwon et al.   Nature Nanotechnology

Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity

(2010) Ila R. Fiete et al.   NEURON

An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse

(2009) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic

(2009) Qiangfei Xia et al.   NANO LETTERS

Ion channels versus ion pumps: the principal difference, in principle

(2009) David C. Gadsby   NATURE REVIEWS MOLECULAR CELL BIOLOGY

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

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

Resistive switching in transition metal oxides

(2008) Akihito Sawa   Materials Today

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE