STDP implementation using multi-state spin−orbit torque synapse

Implementation of Neuro-Memristive Synapse for Long-and Short-Term Bio-Synaptic Plasticity

(2021) Zubaer I. Mannan et al.   SENSORS

Spin‐Torque Memristors Based on Perpendicular Magnetic Tunnel Junctions for Neuromorphic Computing

(2021) Xueying Zhang et al.   Advanced Science

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

(2021) Mahshid Alamdar et al.   APPLIED PHYSICS LETTERS

LAO-NCS: Laser Assisted Spin Torque Nano Oscillator-Based Neuromorphic Computing System

(2020) Hooman Farkhani et al.   Frontiers in Neuroscience

Resistive switching materials for information processing

(2020) Zhongrui Wang et al.   Nature Reviews Materials

Computing-in-Memory using Voltage-Controlled Spin-Orbit Torque based MRAM Array

(2020) Sonal Shreya et al.   MICROELECTRONICS JOURNAL

MorphIC: A 65-nm 738k-Synapse/mm$^2$ Quad-Core Binary-Weight Digital Neuromorphic Processor With Stochastic Spike-Driven Online Learning

(2019) Charlotte Frenkel et al.   IEEE Transactions on Biomedical Circuits and Systems

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

(2019) Saima A Siddiqui et al.   NANO LETTERS

Emerging neuromorphic devices

(2019) Daniele Ielmini et al.   NANOTECHNOLOGY

Progressive Scaled STT-RAM for Approximate Computing in Multimedia Applications

(2018) Behzad Zeinali et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Perspective: Stochastic magnetic devices for cognitive computing

(2018) Kaushik Roy et al.   JOURNAL OF APPLIED PHYSICS

Big data needs a hardware revolution

(2018)   NATURE

A Reduced Store/Restore Energy MRAM-Based SRAM Cell for a Non-Volatile Dynamically Reconfigurable FPGA

(2018) Leila Bagheriye et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Braindrop: A Mixed-Signal Neuromorphic Architecture With a Dynamical Systems-Based Programming Model

(2018) Alexander Neckar et al.   PROCEEDINGS OF THE IEEE

Quasi-Schottky-Barrier UTBB SOI MOSFET for Low-Power Robust SRAMs

(2017) Hamdam Ghanatian et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Magnetic skyrmion-based synaptic devices

(2017) Yangqi Huang et al.   NANOTECHNOLOGY

Compact Model for Spin–Orbit Magnetic Tunnel Junctions

(2016) Mohammad Kazemi et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Low-leakage sub-threshold 9 T-SRAM cell in 14-nm FinFET technology

(2016) Behzad Zeinali et al.   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS

Field-free switching of perpendicular magnetization through spin–orbit torque in antiferromagnet/ferromagnet/oxide structures

(2016) Young-Wan Oh et al.   Nature Nanotechnology

A Novel Nondestructive Bit-Line Discharging Scheme for Deep Submicrometer STT-RAMs

(2016) Behzad Zeinali et al.   IEEE Transactions on Emerging Topics in Computing

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-orbit torque induced spike-timing dependent plasticity

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

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

Multilevel Spin-Orbit Torque MRAMs

(2015) Yusung Kim et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Perpendicular-anisotropy magnetic tunnel junction switched by spin-Hall-assisted spin-transfer torque

(2015) Zhaohao Wang et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

(2015) Ning Qiao et al.   Frontiers in Neuroscience

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

(2014) Ben Varkey Benjamin et al.   PROCEEDINGS OF THE IEEE

An Event-Based Neural Network Architecture With an Asynchronous Programmable Synaptic Memory

(2013) Saber Moradi et al.   IEEE Transactions on Biomedical Circuits and Systems

Current-Induced Switching of Perpendicularly Magnetized Magnetic Layers Using Spin Torque from the Spin Hall Effect

(2012) Luqiao Liu et al.   PHYSICAL REVIEW LETTERS

Switching energy-delay of all spin logic devices

(2011) Behtash Behin-Aein et al.   APPLIED PHYSICS LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS