Neural-Network Computation Using Spin-Wave-Coupled Spin-Torque Oscillators

Stochastic Phase Synchronization of Perpendicularly Magnetized Spin-Torque Oscillators With the Second-Order Uniaxial Anisotropy

(2017) Hiroko Arai et al.   IEEE TRANSACTIONS ON MAGNETICS

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Neuroscience-Inspired Artificial Intelligence

(2017) Demis Hassabis et al.   NEURON

Stochastic Spiking Neural Networks Enabled by Magnetic Tunnel Junctions: From Nontelegraphic to Telegraphic Switching Regimes

(2017) Chamika M. Liyanagedera 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

Artificial neural networks in business: Two decades of research

(2016) Michal Tkáč et al.   APPLIED SOFT COMPUTING

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

Voltage induction of interfacial Dzyaloshinskii–Moriya interaction in Au/Fe/MgO artificial multilayer

(2015) Kohei Nawaoka et al.   Applied Physics Express

Spin orbit torque based electronic neuron

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

Oscillator Array Models for Associative Memory and Pattern Recognition

(2015) Paolo Maffezzoni et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Coupled Spin Torque Nano Oscillators for Low Power Neural Computation

(2015) Karthik Yogendra et al.   IEEE TRANSACTIONS ON MAGNETICS

Injection-Locked Spin Hall-Induced Coupled-Oscillators for Energy Efficient Associative Computing

(2015) Deliang Fan et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

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

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

Computation with phase oscillators: An oscillatory perceptron model

(2013) Pablo Kaluza   NEUROCOMPUTING

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

(2012) Patryk Krzysteczko et al.   ADVANCED MATERIALS

A ferroelectric memristor

(2012) André Chanthbouala et al.   NATURE MATERIALS

Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor

(2011) Ting Chang et al.   ACS Nano

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

(2011) Tsuyoshi Hasegawa et al.   ADVANCED MATERIALS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS