Recurrent neural networks made of magnetic tunnel junctions

A Spin-Orbit-Torque Memristive Device

(2019) Shuai Zhang et al.   Advanced Electronic Materials

Voltage-Controlled Spintronic Stochastic Neuron Based on a Magnetic Tunnel Junction

(2019) Jialin Cai et al.   Physical Review Applied

Artificial Neuron and Synapse Realized in an Antiferromagnet/Ferromagnet Heterostructure Using Dynamics of Spin–Orbit Torque Switching

(2019) Aleksandr Kurenkov et al.   ADVANCED MATERIALS

Towards artificial general intelligence with hybrid Tianjic chip architecture

(2019) Jing Pei et al.   NATURE

Physical reservoir computing using magnetic skyrmion memristor and spin torque nano-oscillator

(2019) Wencong Jiang et al.   APPLIED PHYSICS LETTERS

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

All-Solid-State Synaptic Transistor with Ultralow Conductance for Neuromorphic Computing

(2018) Chuan-Sen Yang et al.   ADVANCED FUNCTIONAL MATERIALS

Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions

(2018) Taishi Furuta et al.   Physical Review Applied

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing

(2017) D. Vodenicarevic et al.   Physical Review Applied

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

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

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

(2016) David Silver et al.   NATURE

Spin-Torque and Spin-Hall Nano-Oscillators

(2016) Tingsu Chen et al.   PROCEEDINGS OF THE IEEE

Spintronic Nanodevices for Bioinspired Computing

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

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

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

(2015) Adrien F. Vincent et al.   IEEE Transactions on Biomedical Circuits and Systems

TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

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

(2014) Ben Varkey Benjamin 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

The design and verification of MuMax3

(2014) Arne Vansteenkiste et al.   AIP Advances

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

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

Robust timing and motor patterns by taming chaos in recurrent neural networks

(2013) Rodrigo Laje et al.   NATURE NEUROSCIENCE

Synthesizing cognition in neuromorphic electronic systems

(2013) E. Neftci et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2012) Patryk Krzysteczko et al.   ADVANCED MATERIALS

2.4 Gbps, 7 mW All-Digital PVT-Variation Tolerant True Random Number Generator for 45 nm CMOS High-Performance Microprocessors

(2012) Sanu K. Mathew et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Spin-Based Neuron Model With Domain-Wall Magnets as Synapse

(2012) M. Sharad et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Reduction of switching time in pentalayer magnetic tunnel junctions with a composite-free layer

(2011) Alexander Makarov et al.   Physica Status Solidi-Rapid Research Letters

Spintronic Memristor Through Spin-Torque-Induced Magnetization Motion

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

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON