Spintronic leaky-integrate-fire spiking neurons with self-reset and winner-takes-all for neuromorphic computing

All-Electrical Control of Compact SOT-MRAM: Toward Highly Efficient and Reliable Non-Volatile In-Memory Computing

(2022) Huai Lin et al.   Micromachines

Domain wall memory: Physics, materials, and devices

(2022) Durgesh Kumar et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Magnetic Bloch oscillations and domain wall dynamics in a near-Ising ferromagnetic chain

(2022) Ursula B. Hansen et al.   Nature Communications

Synergy of Spin‐Orbit Torque and Built‐In Field in Magnetic Tunnel Junctions with Tilted Magnetic Anisotropy: Toward Tunable and Reliable Spintronic Neurons

(2022) Di Wang et al.   Advanced Science

A computing-in-memory macro based on three-dimensional resistive random-access memory

(2022) Qiang Huo et al.   Nature Electronics

Tailoring skyrmion motion dynamics via magnetoelectric coupling: Toward highly energy-efficient and reliable non-volatile memory applications

(2022) Xuefeng Zhao et al.   JOURNAL OF APPLIED PHYSICS

Two-dimensional materials-based probabilistic synapses and reconfigurable neurons for measuring inference uncertainty using Bayesian neural networks

(2022) Amritanand Sebastian et al.   Nature Communications

Area-Efficient 1T-2D-2MTJ SOT-MRAM Cell for High Read Performance

(2022) Xunming Zhang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Spontaneous sparse learning for PCM-based memristor neural networks

(2021) Dong-Hyeok Lim et al.   Nature Communications

Observation of the antiferromagnetic spin Hall effect

(2021) Xianzhe Chen et al.   NATURE MATERIALS

Controllable field-free switching of perpendicular magnetization through bulk spin-orbit torque in symmetry-broken ferromagnetic films

(2021) Xuejie Xie et al.   Nature Communications

Reducing Dzyaloshinskii-Moriya interaction and field-free spin-orbit torque switching in synthetic antiferromagnets

(2021) Ruyi Chen et al.   Nature Communications

Nanoscale domain wall devices with magnetic tunnel junction read and write

(2021) E. Raymenants et al.   Nature Electronics

A comprehensive review on emerging artificial neuromorphic devices

(2020) Jiadi Zhu et al.   Applied Physics Reviews

A Habituation Sensory Nervous System with Memristors

(2020) Zuheng Wu et al.   ADVANCED MATERIALS

Spin-orbit torques: materials, mechanisms, performances, and potential applications

(2020) Cheng Song et al.   PROGRESS IN MATERIALS SCIENCE

Prospect of Spin-Orbitronic Devices and Their Applications

(2020) Yi Cao et al.   iScience

Emerging Materials for Neuromorphic Devices and Systems

(2020) Min-Kyu Kim et al.   iScience

Spin–orbit torque switching in a T-type magnetic configuration with current orthogonal to easy axes

(2019) W. J. Kong et al.   Nature Communications

Emerging Memory Devices for Neuromorphic Computing

(2019) Navnidhi K. Upadhyay et al.   Advanced Materials Technologies

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

(2019) Aleksandr Kurenkov et al.   ADVANCED MATERIALS

Low Spin Polarization in Heavy-Metal–Ferromagnet Structures Detected Through Domain-Wall Motion by Synchronized Magnetic Field and Current

(2019) Xueying Zhang et al.   Physical Review Applied

Symmetry-breaking interlayer Dzyaloshinskii–Moriya interactions in synthetic antiferromagnets

(2019) Amalio Fernández-Pacheco et al.   NATURE MATERIALS

Shape-Based Magnetic Domain Wall Drift for an Artificial Spintronic Leaky Integrate-and-Fire Neuron

(2019) Wesley H. Brigner et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Ionic Gel Modulation of RKKY Interactions in Synthetic Anti-Ferromagnetic Nanostructures for Low Power Wearable Spintronic Devices

(2018) Qu Yang et al.   ADVANCED MATERIALS

Ionic liquid gating control of RKKY interaction in FeCoB/Ru/FeCoB and (Pt/Co)2/Ru/(Co/Pt)2 multilayers

(2018) Qu Yang et al.   Nature Communications

Narrow Heater Bottom Electrode-Based Phase Change Memory as a Bidirectional Artificial Synapse

(2018) Selina La Barbera et al.   Advanced Electronic Materials

E-field Control of the RKKY Interaction in FeCoB/Ru/FeCoB/PMN-PT (011) Multiferroic Heterostructures

(2018) Xinjun Wang et al.   ADVANCED MATERIALS

A compact skyrmionic leaky–integrate–fire spiking neuron device

(2018) Xing Chen et al.   Nanoscale

Novel multifunctional RKKY coupling layer for ultrathin perpendicular synthetic antiferromagnet

(2018) Jyotirmoy Chatterjee et al.   Scientific Reports

Quasi-Hodgkin-Huxley Neurons with Leaky Integrate-and-Fire Functions Physically Realized with Memristive Devices

(2018) He-Ming Huang et al.   ADVANCED MATERIALS

Temperature-dependent interlayer exchange coupling strength in synthetic antiferromagnetic [Pt/Co]2/Ru/[Co/Pt]4 multilayers

(2018) Yong Li et al.   Chinese Physics B

Mimicking Leaky-Integrate-Fire Spiking Neuron Using Automotion of Domain Walls for Energy-Efficient Brain-Inspired Computing

(2018) Amogh Agrawal et al.   IEEE TRANSACTIONS ON MAGNETICS

Magnetic domain wall neuron with lateral inhibition

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

Proposal for a Leaky-Integrate-Fire Spiking Neuron Based on Magnetoelectric Switching of Ferromagnets

(2017) Akhilesh Jaiswal et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Spintronics based random access memory: a review

(2017) Sabpreet Bhatti et al.   Materials Today

Magnetic skyrmion-based artificial neuron device

(2017) Sai Li et al.   NANOTECHNOLOGY

Magnetic skyrmions: advances in physics and potential applications

(2017) Albert Fert et al.   Nature Reviews Materials

Reconfigurable Magnetic Logic Combined with Nonvolatile Memory Writing

(2016) Zhaochu Luo et al.   ADVANCED MATERIALS

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

(2016) Shunsuke Fukami et al.   NATURE MATERIALS

Spin–orbit torque switching without an external field using interlayer exchange coupling

(2016) Yong-Chang Lau et al.   Nature Nanotechnology

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Emerging Three-Terminal Magnetic Memory Devices

(2016) Seo-Won Lee et al.   PROCEEDINGS OF THE IEEE

STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks

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

Temperature-induced sign change of the magnetic interlayer coupling in Ni/Ni25Mn75/Ni trilayers on Cu3Au(001)

(2015) Y. A. Shokr et al.   JOURNAL OF APPLIED PHYSICS

Domain-wall velocities of up to 750 m s−1 driven by exchange-coupling torque in synthetic antiferromagnets

(2015) See-Hun Yang et al.   Nature Nanotechnology

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

Temperature dependence of interlayer coupling between perpendicular magnetic [CoFeB/Pd] multilayers: Influence of interfacial CoFeB layer

(2014) Yili Xiao et al.   APPLIED PHYSICS LETTERS

The design and verification of MuMax3

(2014) Arne Vansteenkiste et al.   AIP Advances

Electronic and optical properties of ScN and (Sc,Mn)N thin films deposited by reactive DC-magnetron sputtering

(2013) Bivas Saha et al.   JOURNAL OF APPLIED PHYSICS

Asymmetric magnetic domain-wall motion by the Dzyaloshinskii-Moriya interaction

(2013) Soong-Geun Je et al.   PHYSICAL REVIEW B

Two-barrier stability that allows low-power operation in current-induced domain-wall motion

(2013) Kab-Jin Kim et al.   Nature Communications

Dimensionality effects on the magnetization reversal in narrow FePt nanowires

(2012) V. D. Nguyen et al.   APPLIED PHYSICS LETTERS

Emerging concepts for the dynamical organization of resting-state activity in the brain

(2010) Gustavo Deco et al.   NATURE REVIEWS NEUROSCIENCE

Compact silicon neuron circuit with spiking and bursting behaviour

(2008) Jayawan H.B. Wijekoon et al.   NEURAL NETWORKS