Neuromorphic computing with antiferromagnetic spintronics

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Electrical Switching of Tristate Antiferromagnetic Néel Order in α−Fe2O3 Epitaxial Films

(2020) Yang Cheng et al.   PHYSICAL REVIEW LETTERS

Electrical manipulation of a topological antiferromagnetic state

(2020) Hanshen Tsai et al.   NATURE

A caloritronics-based Mott neuristor

(2020) Javier del Valle et al.   Scientific Reports

Recent advances in physical reservoir computing: A review

(2019) Gouhei Tanaka et al.   NEURAL NETWORKS

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

(2019) Aleksandr Kurenkov et al.   ADVANCED MATERIALS

Physical reservoir computing based on spin torque oscillator with forced synchronization

(2019) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

Subthreshold firing in Mott nanodevices

(2019) Javier del Valle et al.   NATURE

Antiferromagnetic Oscillators Driven by Spin Currents with Arbitrary Spin Polarization Directions

(2019) Dong-Kyu Lee et al.   Physical Review Applied

Integer factorization using stochastic magnetic tunnel junctions

(2019) William A. Borders et al.   NATURE

Room-temperature stabilization of antiferromagnetic skyrmions in synthetic antiferromagnets

(2019) William Legrand et al.   NATURE MATERIALS

Reservoir Computing on Spin-Torque Oscillator Array

(2019) Taro Kanao et al.   Physical Review Applied

Absence of Evidence of Electrical Switching of the Antiferromagnetic Néel Vector

(2019) C. C. Chiang et al.   PHYSICAL REVIEW LETTERS

Mechanism of Néel Order Switching in Antiferromagnetic Thin Films Revealed by Magnetotransport and Direct Imaging

(2019) L. Baldrati et al.   PHYSICAL REVIEW LETTERS

Magnetization switching by magnon-mediated spin torque through an antiferromagnetic insulator

(2019) Yi Wang et al.   SCIENCE

Formation and current-induced motion of synthetic antiferromagnetic skyrmion bubbles

(2019) Takaaki Dohi et al.   Nature Communications

Terahertz spin-transfer torque oscillator based on a synthetic antiferromagnet

(2019) Hai Zhong et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing

(2019) Mohammad Zahedinejad et al.   Nature Nanotechnology

Switching of multi-state magnetic structures via domain wall propagation triggered by spin-orbit torques

(2019) Shubhankar Das et al.   Scientific Reports

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Synthetic antiferromagnetic spintronics

(2018) R. A. Duine et al.   Nature Physics

The multiple directions of antiferromagnetic spintronics

(2018) T. Jungwirth et al.   Nature Physics

Antidamping-Torque-Induced Switching in Biaxial Antiferromagnetic Insulators

(2018) X. Z. Chen et al.   PHYSICAL REVIEW LETTERS

Shape anisotropy revisited in single-digit nanometer magnetic tunnel junctions

(2018) K. Watanabe et al.   Nature Communications

Writing and reading antiferromagnetic Mn2Au by Néel spin-orbit torques and large anisotropic magnetoresistance

(2018) S. Yu. Bodnar et al.   Nature Communications

Potential implementation of reservoir computing models based on magnetic skyrmions

(2018) George Bourianoff et al.   AIP Advances

Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing

(2018) Diana Prychynenko et al.   Physical Review Applied

Reservoir Computing With Spin Waves Excited in a Garnet Film

(2018) Ryosho Nakane et al.   IEEE Access

Terahertz electrical writing speed in an antiferromagnetic memory

(2018) Kamil Olejník et al.   Science Advances

Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing

(2018) Mohammad Taghi Sharbati et al.   ADVANCED MATERIALS

A compact skyrmionic leaky–integrate–fire spiking neuron device

(2018) Xing Chen et al.   Nanoscale

Theory of the Topological Spin Hall Effect in Antiferromagnetic Skyrmions: Impact on Current-Induced Motion

(2018) C. A. Akosa et al.   PHYSICAL REVIEW LETTERS

Spin torque control of antiferromagnetic moments in NiO

(2018) Takahiro Moriyama et al.   Scientific Reports

Ultra-fast artificial neuron: generation of picosecond-duration spikes in a current-driven antiferromagnetic auto-oscillator

(2018) Roman Khymyn et al.   Scientific Reports

Ten States of Nonvolatile Memory through Engineering Ferromagnetic Remanent Magnetization

(2018) Hai Zhong et al.   ADVANCED FUNCTIONAL MATERIALS

Perspective: Spintronic synapse for artificial neural network

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

Spin-wave coupled spin torque oscillators for artificial neural network

(2018) Hiroko Arai et al.   JOURNAL OF APPLIED PHYSICS

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

Deep learning in spiking neural networks

(2018) Amirhossein Tavanaei et al.   NEURAL NETWORKS

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Magnetic skyrmion-based synaptic devices

(2017) Yangqi Huang et al.   NANOTECHNOLOGY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Electric Control of Dirac Quasiparticles by Spin-Orbit Torque in an Antiferromagnet

(2017) L. Šmejkal et al.   PHYSICAL REVIEW LETTERS

Imaging Current-Induced Switching of Antiferromagnetic Domains in CuMnAs

(2017) M. J. Grzybowski et al.   PHYSICAL REVIEW LETTERS

Antiferromagnetic CuMnAs multi-level memory cell with microelectronic compatibility

(2017) K. Olejník et al.   Nature Communications

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn et al.   Nature Communications

Leaky Integrate and Fire Neuron by Charge-Discharge Dynamics in Floating-Body MOSFET

(2017) Sangya Dutta et al.   Scientific Reports

Antiferromagnetic THz-frequency Josephson-like Oscillator Driven by Spin Current

(2017) Roman Khymyn et al.   Scientific Reports

Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

(2016) William A. Borders et al.   Applied Physics Express

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

(2016) Shunsuke Fukami et al.   NATURE MATERIALS

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

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

Antiferromagnetic spintronics

(2016) T. Jungwirth et al.   Nature Nanotechnology

Dirac fermions in an antiferromagnetic semimetal

(2016) Peizhe Tang et al.   Nature Physics

Long-range mutual synchronization of spin Hall nano-oscillators

(2016) A. A. Awad et al.   Nature Physics

Static and Dynamical Properties of Antiferromagnetic Skyrmions in the Presence of Applied Current and Temperature

(2016) Joseph Barker et al.   PHYSICAL REVIEW LETTERS

Terahertz Antiferromagnetic Spin Hall Nano-Oscillator

(2016) Ran Cheng et al.   PHYSICAL REVIEW LETTERS

Electrical switching of an antiferromagnet

(2016) P. Wadley et al.   SCIENCE

Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting

(2016) Thilo Werner et al.   Frontiers in Neuroscience

Antiferromagnetic Spin Wave Field-Effect Transistor

(2016) Ran Cheng et al.   Scientific Reports

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

(2016) Steven Lequeux et al.   Scientific Reports

Critical Dzyaloshinskii–Moriya interaction energy density for the skyrmion states formation in ultrathin ferromagnetic layer

(2015) Chun-Yeol You et al.   CURRENT APPLIED PHYSICS

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

(2015) Geoffrey W. Burr et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Large anomalous Hall effect in a non-collinear antiferromagnet at room temperature

(2015) Satoru Nakatsuji et al.   NATURE

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

(2015) M. Prezioso et al.   NATURE

Magnon spintronics

(2015) A. V. Chumak et al.   Nature Physics

Memristor Models for Machine Learning

(2015) Juan Pablo Carbajal et al.   NEURAL COMPUTATION

A GPU-accelerated cortical neural network model for visually guided robot navigation

(2015) Michael Beyeler et al.   NEURAL NETWORKS

Characterization and Modeling of Nonfilamentary Ta/TaOx/TiO2/Ti Analog Synaptic Device

(2015) Yu-Fen Wang et al.   Scientific Reports

Properties of magnetic tunnel junctions with a MgO/CoFeB/Ta/CoFeB/MgO recording structure down to junction diameter of 11 nm

(2014) H. Sato et al.   APPLIED PHYSICS LETTERS

Ultrafast magnetization switching by spin-orbit torques

(2014) Kevin Garello et al.   APPLIED PHYSICS LETTERS

NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

(2014) Nikola K. Kasabov   NEURAL NETWORKS

Anomalous Hall Effect Arising from Noncollinear Antiferromagnetism

(2014) Hua Chen et al.   PHYSICAL REVIEW LETTERS

Spin Hall Effects in Metallic Antiferromagnets

(2014) Wei Zhang et al.   PHYSICAL REVIEW LETTERS

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

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

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array

(2014) Sukru B. Eryilmaz et al.   Frontiers in Neuroscience

The use and abuse of large-scale brain models

(2013) Chris Eliasmith et al.   CURRENT OPINION IN NEUROBIOLOGY

Writing and Deleting Single Magnetic Skyrmions

(2013) N. Romming et al.   SCIENCE

Ultrafast Synaptic Events in a Chalcogenide Memristor

(2013) Yi Li et al.   Scientific Reports

Spin wave nonreciprocity for logic device applications

(2013) Mahdi Jamali et al.   Scientific Reports

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

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

(2012) L. Liu et al.   SCIENCE

A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing

(2011) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

Sixteen-state magnetic memory based on the extraordinary Hall effect

(2011) A. Segal et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

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

A spin-valve-like magnetoresistance of an antiferromagnet-based tunnel junction

(2011) B. G. Park et al.   NATURE MATERIALS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Transmission of electrical signals by spin-wave interconversion in a magnetic insulator

(2010) Y. Kajiwara et al.   NATURE

Coherent terahertz control of antiferromagnetic spin waves

(2010) Tobias Kampfrath et al.   Nature Photonics

Nonlinear Auto-Oscillator Theory of Microwave Generation by Spin-Polarized Current

(2009) A. Slavin et al.   IEEE TRANSACTIONS ON MAGNETICS

Skyrmion Lattice in a Chiral Magnet

(2009) S. Muhlbauer et al.   SCIENCE

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA