Memristive crossbar arrays for brain-inspired computing

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

(2018) Miao Hu et al.   ADVANCED MATERIALS

An Artificial Neuron Based on a Threshold Switching Memristor

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

Equivalent-accuracy accelerated neural-network training using analogue memory

(2018) Stefano Ambrogio et al.   NATURE

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

(2018) Shinhyun Choi et al.   NATURE MATERIALS

Physically Transient Threshold Switching Device Based on Magnesium Oxide for Security Application

(2018) Jing Sun et al.   Small

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

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

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

(2018) Wei Wang et al.   Science Advances

Memristor crossbar arrays with 6-nm half-pitch and 2-nm critical dimension

(2018) Shuang Pi et al.   Nature Nanotechnology

Three-dimensional integration of nanotechnologies for computing and data storage on a single chip

(2017) Max M. Shulaker 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

Sparse coding with memristor networks

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

High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays

(2017) Farnood Merrikh-Bayat et al.   IEEE Transactions on Neural Networks and Learning Systems

A 4-fJ/Spike Artificial Neuron in 65 nm CMOS Technology

(2017) Ilias Sourikopoulos et al.   Frontiers in Neuroscience

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

(2017) G. Pedretti et al.   Scientific Reports

High-Speed and Low-Energy Nitride Memristors

(2016) Byung Joon Choi et al.   ADVANCED FUNCTIONAL MATERIALS

All-memristive neuromorphic computing with level-tuned neurons

(2016) Angeliki Pantazi et al.   NANOTECHNOLOGY

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   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

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

(2016) Alexander Serb et al.   Nature Communications

Unipolar resistive switching with forming-free and self-rectifying effects in Cu/HfO2/n-Si devices

(2016) M. J. Wang et al.   AIP Advances

Emulating the Electrical Activity of the Neuron Using a Silicon Oxide RRAM Cell

(2016) Adnan Mehonic et al.   Frontiers in Neuroscience

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

(2016) Tayfun Gokmen et al.   Frontiers in Neuroscience

Memristors for Energy-Efficient New Computing Paradigms

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

Filamentary Switching: Synaptic Plasticity through Device Volatility

(2015) Selina La Barbera et al.   ACS Nano

Trilayer Tunnel Selectors for Memristor Memory Cells

(2015) Byung Joon Choi et al.   ADVANCED MATERIALS

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

(2015) Jun-Woo Jang 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

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

(2015) Sungho Kim et al.   NANO LETTERS

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

(2015) M. Prezioso et al.   NATURE

Memristors Empower Spiking Neurons With Stochasticity

(2015) Maruan Al-Shedivat et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

High-Performance Metal-Insulator-Metal Tunnel Diode Selectors

(2014) Bogdan Govoreanu et al.   IEEE ELECTRON DEVICE LETTERS

Investigations of Conduction Mechanisms of the Self-Rectifying n+Si-HfO2–Ni RRAM Devices

(2014)   IEEE TRANSACTIONS ON ELECTRON DEVICES

Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations

(2014) Ben Varkey Benjamin et al.   PROCEEDINGS OF THE IEEE

The SpiNNaker Project

(2014) Steve B. Furber 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

Event-driven contrastive divergence for spiking neuromorphic systems

(2014) Emre Neftci et al.   Frontiers in Neuroscience

High-Performance and Low-Power Rewritable SiOx1 kbit One Diode-One Resistor Crossbar Memory Array

(2013) Gunuk Wang et al.   ADVANCED MATERIALS

Dynamic Evolution of Conducting Nanofilament in Resistive Switching Memories

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

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

Punchthrough-Diode-Based Bipolar RRAM Selector by Si Epitaxy

(2012) V. S. S. Srinivasan et al.   IEEE ELECTRON DEVICE LETTERS

Self-Selective Characteristics of Nanoscale $ \hbox{VO}_{x}$ Devices for High-Density ReRAM Applications

(2012) Myungwoo Son et al.   IEEE ELECTRON DEVICE LETTERS

An 8 Mb Multi-Layered Cross-Point ReRAM Macro With 443 MB/s Write Throughput

(2012) Akifumi Kawahara et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

High precision tuning of state for memristive devices by adaptable variation-tolerant algorithm

(2012) Fabien Alibart et al.   NANOTECHNOLOGY

A scalable neuristor built with Mott memristors

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

Memristive devices for computing

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

Physical origin of the resistance drift exponent in amorphous phase change materials

(2011) Mattia Boniardi et al.   APPLIED PHYSICS LETTERS

Excellent Selector Characteristics of Nanoscale $ \hbox{VO}_{2}$ for High-Density Bipolar ReRAM Applications

(2011) Myungwoo Son et al.   IEEE ELECTRON DEVICE LETTERS

Bipolar Nonlinear $\hbox{Ni/TiO}_{2}\hbox{/}\hbox{Ni}$ Selector for 1S1R Crossbar Array Applications

(2011) Jiun-Jia Huang et al.   IEEE ELECTRON DEVICE LETTERS

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

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

TiO2-based metal-insulator-metal selection device for bipolar resistive random access memory cross-point application

(2011) Jungho Shin et al.   JOURNAL OF APPLIED PHYSICS

Electrochemical metallization memories—fundamentals, applications, prospects

(2011) Ilia Valov et al.   NANOTECHNOLOGY

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

(2011) Takeo Ohno et al.   NATURE MATERIALS

Nanoscale resistive memory with intrinsic diode characteristics and long endurance

(2010) Kuk-Hwan Kim et al.   APPLIED PHYSICS LETTERS

High switching endurance in TaOx memristive devices

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

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Analog memory capacitor based on field-configurable ion-doped polymers

(2009) Qianxi Lai et al.   APPLIED PHYSICS LETTERS

Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic

(2009) Qiangfei Xia et al.   NANO LETTERS

Experimental demonstration of a defect-tolerant nanocrossbar demultiplexer

(2008) Zhiyong Li et al.   NANOTECHNOLOGY

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