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

3-D Memristor Crossbars for Analog and Neuromorphic Computing Applications

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

Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM

(2016) Stefano Ambrogio et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

(2016) David Silver et al.   NATURE

The chips are down for Moore’s law

(2016) M. Mitchell Waldrop   NATURE

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

(2016) Alexander Serb et al.   Nature Communications

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

(2016) Stefano Ambrogio et al.   Frontiers in Neuroscience

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

(2016) M. Prezioso et al.   Scientific Reports

HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

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

Machine intelligence

(2015) Tanguy Chouard et al.   NATURE

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

(2015) M. Prezioso et al.   NATURE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Human-level concept learning through probabilistic program induction

(2015) B. M. Lake et al.   SCIENCE

An event-based architecture for solving constraint satisfaction problems

(2015) Hesham Mostafa et al.   Nature Communications

Associative memory realized by a reconfigurable memristive Hopfield neural network

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

Electronic system with memristive synapses for pattern recognition

(2015) Sangsu Park et al.   Scientific Reports

Analytical Modeling of Oxide-Based Bipolar Resistive Memories and Complementary Resistive Switches

(2014)   IEEE TRANSACTIONS ON ELECTRON DEVICES

Statistical Fluctuations in HfOx Resistive-Switching Memory: Part I - Set/Reset Variability

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

Noise as a Resource for Computation and Learning in Networks of Spiking Neurons

(2014) Wolfgang Maass   PROCEEDINGS OF THE IEEE

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

(2014) Elisabetta Chicca 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

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

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

HfOx-Based Vertical Resistive Switching Random Access Memory Suitable for Bit-Cost-Effective Three-Dimensional Cross-Point Architecture

(2013) Shimeng Yu et al.   ACS Nano

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

(2013) Shimeng Yu et al.   ADVANCED MATERIALS

Bio-Inspired Stochastic Computing Using Binary CBRAM Synapses

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

Spike-timing dependent plasticity in a transistor-selected resistive switching memory

(2013) S Ambrogio et al.   NANOTECHNOLOGY

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

Spin-torque building blocks

(2013) N. Locatelli et al.   NATURE MATERIALS

Spike-Timing-Dependent Plasticity in Primate Corticospinal Connections Induced during Free Behavior

(2013) Yukio Nishimura et al.   NEURON

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

(2013) Fabien Alibart et al.   Nature Communications

Phase change materials

(2012) Simone Raoux et al.   MRS BULLETIN

A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP

(2012) Andrew Nere et al.   PLoS One

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

Scaling limits of resistive memories

(2011) Victor V Zhirnov et al.   NANOTECHNOLOGY

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

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Representation of Multiple, Independent Categories in the Primate Prefrontal Cortex

(2010) Jason A. Cromer et al.   NEURON

CAVIAR: A 45k Neuron, 5M Synapse, 12G Connects/s AER Hardware Sensory–Processing– Learning–Actuating System for High-Speed Visual Object Recognition and Tracking

(2009) R. Serrano-Gotarredona et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Competitive STDP-Based Spike Pattern Learning

(2009) Timothée Masquelier et al.   NEURAL COMPUTATION

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