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

In situ Parallel Training of Analog Neural Network Using Electrochemical Random-Access Memory

(2021) Yiyang Li et al.   Frontiers in Neuroscience

Scaling magnetic tunnel junction down to single-digit nanometers—Challenges and prospects

(2020) Butsurin Jinnai et al.   APPLIED PHYSICS LETTERS

Synapse cell optimization and back-propagation algorithm implementation in a domain wall synapse based crossbar Neural Network for scalable on-chip learning

(2020) Divya Kaushik et al.   NANOTECHNOLOGY

Accurate deep neural network inference using computational phase-change memory

(2020) Vinay Joshi et al.   Nature Communications

Analog architectures for neural network acceleration based on non-volatile memory

(2020) T. Patrick Xiao et al.   Applied Physics Reviews

A brain-plausible neuromorphic on-the-fly learning system implemented with magnetic domain wall analog memristors

(2019) Kun Yue et al.   Science Advances

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

Spike time dependent plasticity (STDP) enabled learning in spiking neural networks using domain wall based synapses and neurons

(2019) Upasana Sahu et al.   AIP Advances

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

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

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

Logic circuit prototypes for three-terminal magnetic tunnel junctions with mobile domain walls

(2016) J. A. Currivan-Incorvia et al.   Nature Communications

Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors

(2015) Paschalis Gkoupidenis et al.   ADVANCED MATERIALS

Scalability of Magnetic Tunnel Junctions Patterned by a Novel Plasma Ribbon Beam Etching Process on 300 mm Wafers

(2015) Lin Xue et al.   IEEE TRANSACTIONS ON MAGNETICS

Recent progress in resistive random access memories: Materials, switching mechanisms, and performance

(2014) F. Pan et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

The design and verification of MuMax3

(2014) Arne Vansteenkiste et al.   AIP Advances

Matching domain-wall configuration and spin-orbit torques for efficient domain-wall motion

(2013) A. V. Khvalkovskiy et al.   PHYSICAL REVIEW B

Low Energy Magnetic Domain Wall Logic in Short, Narrow, Ferromagnetic Wires

(2012) Jean Anne Currivan et al.   IEEE Magnetics Letters

Integration of spintronic interface for nanomagnetic arrays

(2011) Andrew Lyle et al.   AIP Advances

Phase Change Memory

(2010) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE

Resistive Random Access Memory (ReRAM) Based on Metal Oxides

(2010) Hiroyuki Akinaga et al.   PROCEEDINGS OF THE IEEE

Current-induced domain wall motion

(2008) G.S.D. Beach et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS