Shape‐Dependent Multi‐Weight Magnetic Artificial Synapses for Neuromorphic Computing

Domain wall-magnetic tunnel junction spin–orbit torque devices and circuits for in-memory computing

(2021) Mahshid Alamdar et al.   APPLIED PHYSICS LETTERS

Synaptic metaplasticity in binarized neural networks

(2021) Axel Laborieux et al.   Nature Communications

A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks

(2021) Samuel Liu et al.   APPLIED PHYSICS LETTERS

Nanoscale domain wall devices with magnetic tunnel junction read and write

(2021) E. Raymenants et al.   Nature Electronics

Area and Energy Efficient Joint 2T SOT-MRAM-Based on Diffusion Region Sharing With Adjacent Cells

(2021) Yunho Jang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Maximized lateral inhibition in paired magnetic domain wall racetracks for neuromorphic computing

(2020) Can Cui et al.   NANOTECHNOLOGY

Active particle feedback control with a single-shot detection convolutional neural network

(2020) Martin Fränzl et al.   Scientific Reports

Hippocampal Reactivation of Random Trajectories Resembling Brownian Diffusion

(2019) Federico Stella et al.   NEURON

Neural algorithms and computing beyond Moore's law

(2019) James B. Aimone   COMMUNICATIONS OF THE ACM

Three-terminal magnetic tunnel junction synapse circuits showing spike-timing-dependent plasticity

(2019) Otitoaleke Akinola et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Impact of Non-Ideal Characteristics of Resistive Synaptic Devices on Implementing Convolutional Neural Networks

(2019) Xiaoyu Sun et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Magnetic Domain Wall Based Synaptic and Activation Function Generator for Neuromorphic Accelerators

(2019) Saima A Siddiqui et al.   NANO LETTERS

Spin-torque-driven MTJs with extended free layer for logic applications

(2018) Eline Raymenants et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator

(2018) Matthew J. Marinella et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Magnetic domain wall neuron with lateral inhibition

(2018) Naimul Hassan et al.   JOURNAL OF APPLIED PHYSICS

Intrinsic optimization using stochastic nanomagnets

(2017) Brian Sutton et al.   Scientific Reports

Stochastic Spin-Orbit Torque Devices as Elements for Bayesian Inference

(2017) Yong Shim et al.   Scientific Reports

Area-Efficient SOT-MRAM With a Schottky Diode

(2016) Yeongkyo Seo et al.   IEEE ELECTRON DEVICE LETTERS

Proposal for an All-Spin Artificial Neural Network: Emulating Neural and Synaptic Functionalities Through Domain Wall Motion in Ferromagnets

(2016) Abhronil Sengupta et al.   IEEE Transactions on Biomedical Circuits and Systems

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

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

(2016) Abhronil Sengupta 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

Bioinspired Programming of Memory Devices for Implementing an Inference Engine

(2015) Damien Querlioz et al.   PROCEEDINGS OF THE IEEE

Elementary depinning processes of magnetic domain walls under fields and currents

(2014) V. D. Nguyen et al.   Scientific Reports

Probabilistic Inference in General Graphical Models through Sampling in Stochastic Networks of Spiking Neurons

(2011) Dejan Pecevski et al.   PLoS Computational Biology

Asymmetric ground state spin configuration of transverse domain wall on symmetrically notched ferromagnetic nanowires

(2010) Dede Djuhana et al.   APPLIED PHYSICS LETTERS