Compensated Ferrimagnet Based Artificial Synapse and Neuron for Ultrafast Neuromorphic Computing

Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing

(2021) Yanan Zhong et al.   Nature Communications

Power and area efficient stochastic artificial neural networks using spin–orbit torque-based true random number generator

(2021) Min Song et al.   APPLIED PHYSICS LETTERS

Integrated neuromorphic computing networks by artificial spin synapses and spin neurons

(2021) Seungmo Yang et al.   NPG Asia Materials

Tuning Interfacial Spins in Antiferromagnetic–Ferromagnetic–Heavy-Metal Heterostructures via Spin-Orbit Torque

(2020) X. H. Liu et al.   Physical Review Applied

Resistive switching materials for information processing

(2020) Zhongrui Wang et al.   Nature Reviews Materials

Electrical manipulation of a topological antiferromagnetic state

(2020) Hanshen Tsai et al.   NATURE

Neuro-inspired computing chips

(2020) Wenqiang Zhang et al.   Nature Electronics

Prospect of Spin-Orbitronic Devices and Their Applications

(2020) Yi Cao et al.   iScience

In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective

(2020) Yue Xi et al.   PROCEEDINGS OF THE IEEE

A Spin-Orbit-Torque Memristive Device

(2019) Shuai Zhang et al.   Advanced Electronic Materials

Tuning a Binary Ferromagnet into a Multistate Synapse with Spin-Orbit-Torque-Induced Plasticity

(2019) Yi Cao et al.   ADVANCED FUNCTIONAL MATERIALS

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

(2019) Aleksandr Kurenkov et al.   ADVANCED MATERIALS

Sparse neuromorphic computing based on spin-torque diodes

(2019) Jialin Cai et al.   APPLIED PHYSICS LETTERS

Voltage-Controlled Skyrmion Memristor for Energy-Efficient Synapse Applications

(2019) Shijiang Luo et al.   IEEE ELECTRON DEVICE LETTERS

Interface-driven chiral magnetism and current-driven domain walls in insulating magnetic garnets

(2019) Can Onur Avci et al.   Nature Nanotechnology

Spin‐Orbit Torque Switching of a Nearly Compensated Ferrimagnet by Topological Surface States

(2019) Hao Wu et al.   ADVANCED MATERIALS

Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

(2019) Jianshi Tang et al.   ADVANCED MATERIALS

Motivation for and Evaluation of the First Tensor Processing Unit

(2018) Norman Jouppi et al.   IEEE MICRO

Fast current-driven domain walls and small skyrmions in a compensated ferrimagnet

(2018) Lucas Caretta et al.   Nature Nanotechnology

Role of dimensional crossover on spin-orbit torque efficiency in magnetic insulator thin films

(2018) Qiming Shao et al.   Nature Communications

Perspective: Spintronic synapse for artificial neural network

(2018) Shunsuke Fukami et al.   JOURNAL OF APPLIED PHYSICS

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

Implementing p-bits With Embedded MTJ

(2017) Kerem Yunus Camsari et al.   IEEE ELECTRON DEVICE LETTERS

Spintronics based random access memory: a review

(2017) Sabpreet Bhatti et al.   Materials Today

Magnetic skyrmion-based synaptic devices

(2017) Yangqi Huang et al.   NANOTECHNOLOGY

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Fast domain wall motion in the vicinity of the angular momentum compensation temperature of ferrimagnets

(2017) Kab-Jin Kim et al.   NATURE MATERIALS

Sparse coding with memristor networks

(2017) Patrick M. Sheridan et al.   Nature Nanotechnology

Anomalous Current-Induced Spin Torques in Ferrimagnets near Compensation

(2017) Rahul Mishra et al.   PHYSICAL REVIEW LETTERS

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn 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

All Spin Artificial Neural Networks Based on Compound Spintronic Synapse and Neuron

(2016) Deming Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

A 600-µW ultra-low-power associative processor for image pattern recognition employing magnetic tunnel junction-based nonvolatile memories with autonomic intelligent power-gating scheme

(2016) Yitao Ma et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Magnetization switching by spin–orbit torque in an antiferromagnet–ferromagnet bilayer system

(2016) Shunsuke Fukami et al.   NATURE MATERIALS

Spintronic Nanodevices for Bioinspired Computing

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

Magnetoresistive Random Access Memory

(2016) Dmytro Apalkov et al.   PROCEEDINGS OF THE IEEE

Electrical switching of an antiferromagnet

(2016) P. Wadley et al.   SCIENCE

Spin-Orbit-Torque Efficiency in Compensated Ferrimagnetic Cobalt-Terbium Alloys

(2016) Joseph Finley et al.   Physical Review Applied

A magnetic synapse: multilevel spin-torque memristor with perpendicular anisotropy

(2016) Steven Lequeux 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

Spin Hall torque magnetometry of Dzyaloshinskii domain walls

(2014) Satoru Emori et al.   PHYSICAL REVIEW B

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

(2014) Elisabetta Chicca et al.   PROCEEDINGS OF THE IEEE

A Nonvolatile Associative Memory-Based Context-Driven Search Engine Using 90 nm CMOS/MTJ-Hybrid Logic-in-Memory Architecture

(2014) Hooman Jarollahi et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Noise-Enhanced Synchronization of Stochastic Magnetic Oscillators

(2014) N. Locatelli et al.   Physical Review Applied

Domain wall depinning governed by the spin Hall effect

(2013) P. P. J. Haazen et al.   NATURE MATERIALS

Spin-torque building blocks

(2013) N. Locatelli et al.   NATURE MATERIALS

Symmetry and magnitude of spin–orbit torques in ferromagnetic heterostructures

(2013) Kevin Garello et al.   Nature Nanotechnology

Spin transfer torque devices utilizing the giant spin Hall effect of tungsten

(2012) Chi-Feng Pai et al.   APPLIED PHYSICS LETTERS

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

(2012) Luqiao Liu et al.   PHYSICAL REVIEW LETTERS

Spin-Torque Switching with the Giant Spin Hall Effect of Tantalum

(2012) L. Liu et al.   SCIENCE

Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing

(2011) Duygu Kuzum et al.   NANO LETTERS

Perpendicular switching of a single ferromagnetic layer induced by in-plane current injection

(2011) Ioan Mihai Miron et al.   NATURE

Vertical-current-induced domain-wall motion in MgO-based magnetic tunnel junctions with low current densities

(2011) A. Chanthbouala et al.   Nature Physics

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Spintronic Memristor Through Spin-Torque-Induced Magnetization Motion

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

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE