Integrated neuromorphic computing networks by artificial spin synapses and spin neurons

Linear and symmetric conductance response of magnetic domain wall type spin-memristor for analog neuromorphic computing

(2020) Tatsuo Shibata et al.   Applied Physics Express

A Spin-Orbit-Torque Memristive Device

(2019) Shuai Zhang et al.   Advanced Electronic Materials

Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing

(2019) Elliot J. Fuller et al.   SCIENCE

A brain-plausible neuromorphic on-the-fly learning system implemented with magnetic domain wall analog memristors

(2019) Kun Yue et al.   Science Advances

On-chip learning for domain wall synapse based Fully Connected Neural Network

(2019) Debanjan Bhowmik et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

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

(2019) Saima A Siddiqui et al.   NANO LETTERS

Motivation for and Evaluation of the First Tensor Processing Unit

(2018) Norman Jouppi et al.   IEEE MICRO

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

(2018) F. Merrikh Bayat et al.   Nature Communications

Efficient and self-adaptive in-situ learning in multilayer memristor neural networks

(2018) Can Li et al.   Nature Communications

Direct Observation of Domain-Wall Surface Tension by Deflating or Inflating a Magnetic Bubble

(2018) Xueying Zhang et al.   Physical Review Applied

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

A self-rectifying TaOy/nanoporous TaOx memristor synaptic array for learning and energy-efficient neuromorphic systems

(2018) Sanghyeon Choi et al.   NPG Asia Materials

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

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

Sparse coding with memristor networks

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

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

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

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

(2016) Steven Lequeux et al.   Scientific Reports

Optimization of Conductance Change in Pr1–xCaxMnO3-Based Synaptic Devices for Neuromorphic Systems

(2015) Jun-Woo Jang et al.   IEEE ELECTRON DEVICE LETTERS

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

(2015) M. Prezioso et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Blowing magnetic skyrmion bubbles

(2015) W. Jiang et al.   SCIENCE

Distinct Universality Classes of Domain Wall Roughness in Two-DimensionalPt/Co/PtFilms

(2013) Kyoung-Woong Moon et al.   PHYSICAL REVIEW LETTERS

Long-Range Domain Wall Tension in Pt/Co/Pt Films with Perpendicular Magnetic Anisotropy

(2011) Kyoung-Woong Moon et al.   Applied Physics Express

Universality Classes of Magnetic Domain Wall Motion

(2011) Jae-Chul Lee et al.   PHYSICAL REVIEW LETTERS

Interdimensional universality of dynamic interfaces

(2009) Kab-Jin Kim et al.   NATURE

Magnetic Domain-Wall Racetrack Memory

(2008) S. S. P. Parkin et al.   SCIENCE