标题
Prospect of Spintronics in Neuromorphic Computing
作者
关键词
-
出版物
Advanced Electronic Materials
Volume 7, Issue 9, Pages 2100465
出版商
Wiley
发表日期
2021-06-26
DOI
10.1002/aelm.202100465
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A spiking neuron constructed by the skyrmion-based spin torque nano-oscillator
- (2020) Xue Liang et al. APPLIED PHYSICS LETTERS
- Voltage-Driven Adaptive Spintronic Neuron for Energy-Efficient Neuromorphic Computing
- (2020) Ya-Bo Chen et al. CHINESE PHYSICS LETTERS
- Neuromorphic computing with antiferromagnetic spintronics
- (2020) Aleksandr Kurenkov et al. JOURNAL OF APPLIED PHYSICS
- Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics
- (2020) P.R. Vlachas et al. NEURAL NETWORKS
- Pathways to efficient neuromorphic computing with non-volatile memory technologies
- (2020) I. Chakraborty et al. Applied Physics Reviews
- Nanoscale Room-Temperature Multilayer Skyrmionic Synapse for Deep Spiking Neural Networks
- (2020) Runze Chen et al. Physical Review Applied
- The promise of spintronics for unconventional computing
- (2020) Giovanni Finocchio et al. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS
- Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators
- (2019) D. Marković et al. APPLIED PHYSICS LETTERS
- Voltage-Controlled Spintronic Stochastic Neuron Based on a Magnetic Tunnel Junction
- (2019) Jialin Cai et al. Physical Review Applied
- p-bits for probabilistic spin logic
- (2019) Kerem Y. Camsari et al. Applied Physics Reviews
- 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
- Giant Enhancements of Perpendicular Magnetic Anisotropy and Spin‐Orbit Torque by a MoS 2 Layer
- (2019) Qidong Xie et al. ADVANCED MATERIALS
- Reservoir computing with dipole-coupled nanomagnets
- (2019) Hikaru NOMURA et al. JAPANESE JOURNAL OF APPLIED PHYSICS
- Exceptionally High, Strongly Temperature Dependent, Spin Hall Conductivity of SrRuO3
- (2019) Yongxi Ou et al. NANO LETTERS
- All-optical spiking neurosynaptic networks with self-learning capabilities
- (2019) J. Feldmann et al. NATURE
- Thermal skyrmion diffusion used in a reshuffler device
- (2019) Jakub Zázvorka et al. Nature Nanotechnology
- Domain wall induced modulation of low field H-T phase diagram in patterned superconductor-ferromagnet stripes
- (2019) Ekta Bhatia et al. AIP Advances
- Large spin-orbit torque efficiency enhanced by magnetic structure of collinear antiferromagnet IrMn
- (2019) Jing Zhou et al. Science Advances
- Electric field control of Néel spin–orbit torque in an antiferromagnet
- (2019) Xianzhe Chen et al. NATURE MATERIALS
- Anisotropic spin-orbit torque generation in epitaxial SrIrO3 by symmetry design
- (2019) T. Nan et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Flexible Neuromorphic Electronics for Computing, Soft Robotics, and Neuroprosthetics
- (2019) Hea‐Lim Park et al. ADVANCED MATERIALS
- Integer factorization using stochastic magnetic tunnel junctions
- (2019) William A. Borders et al. NATURE
- Current-induced magnetization switching in all-oxide heterostructures
- (2019) Liang Liu et al. Nature Nanotechnology
- Chaos in Magnetic Nanocontact Vortex Oscillators
- (2019) Thibaut Devolder et al. PHYSICAL REVIEW LETTERS
- Current-induced spin-orbit torques in ferromagnetic and antiferromagnetic systems
- (2019) A. Manchon et al. REVIEWS OF MODERN PHYSICS
- 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
- Towards spike-based machine intelligence with neuromorphic computing
- (2019) Kaushik Roy et al. NATURE
- Emerging neuromorphic devices
- (2019) Daniele Ielmini et al. NANOTECHNOLOGY
- Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing
- (2019) Mohammad Zahedinejad et al. Nature Nanotechnology
- Current-Induced Dynamics of the Antiferromagnetic Skyrmion and Skyrmionium
- (2019) Laichuan Shen et al. Physical Review Applied
- Artificial Synapses Emulated by an Electrolyte-Gated Tungsten-Oxide Transistor
- (2018) Jing-Ting Yang et al. ADVANCED MATERIALS
- Selective control of vortex polarities by microwave field in two robustly synchronized spin-torque nano-oscillators
- (2018) Yi Li et al. APPLIED PHYSICS LETTERS
- Modeling of Breakdown-Limited Endurance in Spin-Transfer Torque Magnetic Memory Under Pulsed Cycling Regime
- (2018) Roberto Carboni et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Spin–Orbit Torques in NbSe2/Permalloy Bilayers
- (2018) Marcos H. D. Guimarães et al. NANO LETTERS
- Antiferromagnetic spintronics
- (2018) V. Baltz et al. REVIEWS OF MODERN PHYSICS
- Potential implementation of reservoir computing models based on magnetic skyrmions
- (2018) George Bourianoff et al. AIP Advances
- Skyrmion Gas Manipulation for Probabilistic Computing
- (2018) D. Pinna et al. Physical Review Applied
- Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing
- (2018) Diana Prychynenko et al. Physical Review Applied
- A Multi-Bit Neuromorphic Weight Cell Using Ferroelectric FETs, suitable for SoC Integration
- (2018) Borna Obradovic et al. IEEE Journal of the Electron Devices Society
- One-transistor one-resistor (1T1R) cell for large-area electronics
- (2018) N. Ghenzi et al. APPLIED PHYSICS LETTERS
- A compact skyrmionic leaky–integrate–fire spiking neuron device
- (2018) Xing Chen et al. Nanoscale
- Design of Stochastic Nanomagnets for Probabilistic Spin Logic
- (2018) Punyashloka Debashis et al. IEEE Magnetics Letters
- Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions
- (2018) Taishi Furuta et al. Physical Review Applied
- Magnetic domain wall neuron with lateral inhibition
- (2018) Naimul Hassan 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
- Proposal for a Leaky-Integrate-Fire Spiking Neuron Based on Magnetoelectric Switching of Ferromagnets
- (2017) Akhilesh Jaiswal et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Magnetization switching schemes for nanoscale three-terminal spintronics devices
- (2017) Shunsuke Fukami et al. JAPANESE JOURNAL OF APPLIED PHYSICS
- Magnetic skyrmion-based artificial neuron device
- (2017) Sai Li et al. NANOTECHNOLOGY
- Magnetic skyrmion-based synaptic devices
- (2017) Yangqi Huang et al. NANOTECHNOLOGY
- Neuromorphic computing with nanoscale spintronic oscillators
- (2017) Jacob Torrejon et al. NATURE
- Mutual synchronization of spin torque nano-oscillators through a long-range and tunable electrical coupling scheme
- (2017) R. Lebrun et al. Nature Communications
- Three-dimensional nanomagnetism
- (2017) Amalio Fernández-Pacheco 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
- Encoding neural and synaptic functionalities in electron spin: A pathway to efficient neuromorphic computing
- (2017) Abhronil Sengupta et al. Applied Physics Reviews
- Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing
- (2017) D. Vodenicarevic et al. Physical Review Applied
- On-chip photonic synapse
- (2017) Zengguang Cheng et al. Science Advances
- Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation
- (2016) William A. Borders et al. Applied Physics Express
- Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM
- (2016) Stefano Ambrogio et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Controlling the synchronization properties of two dipolarly coupled vortex based spin-torque nano-oscillators by the intermediate of a third one
- (2016) Flavio Abreu Araujo et al. JOURNAL OF APPLIED PHYSICS
- Room-Temperature Creation and Spin–Orbit Torque Manipulation of Skyrmions in Thin Films with Engineered Asymmetry
- (2016) Guoqiang Yu et al. NANO LETTERS
- Emergent phenomena induced by spin–orbit coupling at surfaces and interfaces
- (2016) Anjan Soumyanarayanan et al. NATURE
- Magnetization switching by spin–orbit torque in an antiferromagnet–ferromagnet bilayer system
- (2016) Shunsuke Fukami et al. NATURE MATERIALS
- Observation of room-temperature magnetic skyrmions and their current-driven dynamics in ultrathin metallic ferromagnets
- (2016) Seonghoon Woo 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
- Room-temperature chiral magnetic skyrmions in ultrathin magnetic nanostructures
- (2016) Olivier Boulle et al. Nature Nanotechnology
- Antiferromagnetic spintronics
- (2016) T. Jungwirth et al. Nature Nanotechnology
- Control of spin–orbit torques through crystal symmetry in WTe2/ferromagnet bilayers
- (2016) D. MacNeill et al. Nature Physics
- Long-range mutual synchronization of spin Hall nano-oscillators
- (2016) A. A. Awad et al. Nature Physics
- Antiferromagnetic Domain Wall Motion Driven by Spin-Orbit Torques
- (2016) Takayuki Shiino et al. PHYSICAL REVIEW LETTERS
- Terahertz Antiferromagnetic Spin Hall Nano-Oscillator
- (2016) Ran Cheng et al. PHYSICAL REVIEW LETTERS
- Spin-Torque and Spin-Hall Nano-Oscillators
- (2016) Tingsu Chen et al. PROCEEDINGS OF THE IEEE
- Electrical switching of an antiferromagnet
- (2016) P. Wadley et al. SCIENCE
- Controlling the phase locking of stochastic magnetic bits for ultra-low power computation
- (2016) Alice Mizrahi et al. Scientific Reports
- Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses
- (2016) Stefano Ambrogio et al. Frontiers in Neuroscience
- Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems
- (2016) Abhronil Sengupta 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 orbit torque based electronic neuron
- (2015) Abhronil Sengupta et al. APPLIED PHYSICS LETTERS
- Determination of magnetic domain-wall types using Dzyaloshinskii–Moriya-interaction-induced domain patterns
- (2015) Dae-Yun Kim et al. APPLIED PHYSICS LETTERS
- 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
- Evaluation of Hybrid Memory Technologies Using SOT-MRAM for On-Chip Cache Hierarchy
- (2015) Fabian Oboril et al. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
- Roadmap for Emerging Materials for Spintronic Device Applications
- (2015) Atsufumi Hirohata et al. IEEE TRANSACTIONS ON MAGNETICS
- Spin–orbit torque magnetization switching controlled by geometry
- (2015) C. K. Safeer et al. Nature Nanotechnology
- A new spin on magnetic memories
- (2015) Andrew D. Kent et al. Nature Nanotechnology
- Deep learning in neural networks: An overview
- (2015) Jürgen Schmidhuber NEURAL NETWORKS
- Role of spin diffusion in current-induced domain wall motion for disordered ferromagnets
- (2015) Collins Ashu Akosa et al. PHYSICAL REVIEW B
- Spin Hall effects
- (2015) Jairo Sinova et al. REVIEWS OF MODERN PHYSICS
- Blowing magnetic skyrmion bubbles
- (2015) W. Jiang et al. SCIENCE
- Moore's Law at Fifty
- (2015) George Strawn et al. IT Professional
- Neural Networks and Neuroscience-Inspired Computer Vision
- (2014) David Daniel Cox et al. CURRENT BIOLOGY
- Spintronics of antiferromagnetic systems (Review Article)
- (2014) E. V. Gomonay et al. LOW TEMPERATURE PHYSICS
- Spin-transfer torque generated by a topological insulator
- (2014) A. R. Mellnik et al. NATURE
- Magnetization switching through giant spin–orbit torque in a magnetically doped topological insulator heterostructure
- (2014) Yabin Fan et al. NATURE MATERIALS
- Spin Hall Effects in Metallic Antiferromagnets
- (2014) Wei Zhang et al. PHYSICAL REVIEW LETTERS
- Noise-Enhanced Synchronization of Stochastic Magnetic Oscillators
- (2014) N. Locatelli et al. Physical Review Applied
- Large Emission Power over 2 µW with HighQFactor Obtained from Nanocontact Magnetic-Tunnel-Junction-Based Spin Torque Oscillator
- (2013) Hiroki Maehara et al. Applied Physics Express
- Three terminal magnetic tunnel junction utilizing the spin Hall effect of iridium-doped copper
- (2013) Michihiko Yamanouchi et al. APPLIED PHYSICS LETTERS
- Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices
- (2013) Damien Querlioz et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Basic principles of STT-MRAM cell operation in memory arrays
- (2013) A V Khvalkovskiy et al. JOURNAL OF PHYSICS D-APPLIED PHYSICS
- Current-induced skyrmion dynamics in constricted geometries
- (2013) Junichi Iwasaki et al. Nature Nanotechnology
- Towards control of the size and helicity of skyrmions in helimagnetic alloys by spin–orbit coupling
- (2013) K. Shibata et al. Nature Nanotechnology
- Topological properties and dynamics of magnetic skyrmions
- (2013) Naoto Nagaosa et al. Nature Nanotechnology
- Matching domain-wall configuration and spin-orbit torques for efficient domain-wall motion
- (2013) A. V. Khvalkovskiy et al. PHYSICAL REVIEW B
- Universal current-velocity relation of skyrmion motion in chiral magnets
- (2013) Junichi Iwasaki et al. Nature Communications
- Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture
- (2012) Olivier Bichler et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Spin-Based Neuron Model With Domain-Wall Magnets as Synapse
- (2012) M. Sharad et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Magnetic nano-oscillator driven by pure spin current
- (2012) Vladislav E. Demidov et al. NATURE MATERIALS
- Memristive devices for computing
- (2012) J. Joshua Yang et al. Nature Nanotechnology
- Commensurability and chaos in magnetic vortex oscillations
- (2012) Sebastien Petit-Watelot et al. Nature Physics
- Multiple-qStates and the Skyrmion Lattice of the Triangular-Lattice Heisenberg Antiferromagnet under Magnetic Fields
- (2012) Tsuyoshi Okubo et al. PHYSICAL REVIEW LETTERS
- Magnetic Oscillations Driven by the Spin Hall Effect in 3-Terminal Magnetic Tunnel Junction Devices
- (2012) Luqiao Liu et al. PHYSICAL REVIEW LETTERS
- Metal–Oxide RRAM
- (2012) H.-S. Philip Wong et al. PROCEEDINGS OF THE IEEE
- Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing
- (2011) Duygu Kuzum et al. NANO LETTERS
- Fast current-induced domain-wall motion controlled by the Rashba effect
- (2011) Ioan Mihai Miron et al. NATURE MATERIALS
- Spin–orbit-driven ferromagnetic resonance
- (2011) D. Fang et al. Nature Nanotechnology
- Vertical-current-induced domain-wall motion in MgO-based magnetic tunnel junctions with low current densities
- (2011) A. Chanthbouala et al. Nature Physics
- Spontaneous atomic-scale magnetic skyrmion lattice in two dimensions
- (2011) Stefan Heinze et al. Nature Physics
- Spin-Torque Ferromagnetic Resonance Induced by the Spin Hall Effect
- (2011) Luqiao Liu et al. PHYSICAL REVIEW LETTERS
- Evidences of oxygen-mediated resistive-switching mechanism in TiN\HfO2\Pt cells
- (2010) L. Goux et al. APPLIED PHYSICS LETTERS
- Nonadiabatic Stochastic Resonance of a Nanomagnet Excited by Spin Torque
- (2010) Xiao Cheng et al. PHYSICAL REVIEW LETTERS
- Spintronic Memristor Through Spin-Torque-Induced Magnetization Motion
- (2009) Xiaobin Wang et al. IEEE ELECTRON DEVICE LETTERS
- SPIKING NEURAL NETWORKS
- (2009) SAMANWOY GHOSH-DASTIDAR et al. International Journal of Neural Systems
- Evidence for reversible control of magnetization in a ferromagnetic material by means of spin–orbit magnetic field
- (2009) Alexandr Chernyshov et al. Nature Physics
- Skyrmion Lattice in a Chiral Magnet
- (2009) S. Muhlbauer et al. SCIENCE
- Tunnel magnetoresistance of 604% at 300K by suppression of Ta diffusion in CoFeB∕MgO∕CoFeB pseudo-spin-valves annealed at high temperature
- (2008) S. Ikeda et al. APPLIED PHYSICS LETTERS
- Current-induced domain wall motion
- (2008) G.S.D. Beach et al. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS
- Spin transfer torques
- (2008) D.C. Ralph et al. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS
- The missing memristor found
- (2008) Dmitri B. Strukov et al. NATURE
- Noise in the nervous system
- (2008) A. Aldo Faisal et al. NATURE REVIEWS NEUROSCIENCE
- Theory of nonequilibrium intrinsic spin torque in a single nanomagnet
- (2008) A. Manchon et al. PHYSICAL REVIEW B
- Current-Driven Vortex Oscillations in Metallic Nanocontacts
- (2008) Q. Mistral et al. PHYSICAL REVIEW LETTERS
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