Neuromorphic computing using emerging synaptic devices: A retrospective summary and an outlook

J Park - Electronics, 2020 - mdpi.com
… This is called Spin logic or Spin-based logic in memory. The spin logic has now attracted …
Emerging memory devices are reviewed for neuromorphic computing in this paper. Specifically, …

Prospect of spintronics in neuromorphic computing

J Zhou, J Chen - Advanced Electronic Materials, 2021 - Wiley Online Library
… Sections 4 and 5 present examples of spin-based devices as … For sake of comparison, we
organize the discussed … and oxide based nonvolatile memories and neuromorphic computing, …

Ultralow energy domain wall device for spin-based neuromorphic computing

D Kumar, HJ Chung, JP Chan, T Jin, ST Lim… - ACS …, 2023 - ACS Publications
Neuromorphic computing (NC) is gaining wide acceptance … In comparison, spintronics-based
neurons and synapses have … Spin-transfer torque devices for logic and memory: Prospects …

Spintronic devices for high-density memory and neuromorphic computing–A review

BJ Chen, M Zeng, KH Khoo, D Das, X Fong, S Fukami… - Materials Today, 2023 - Elsevier
… In about 2007, the original spin-valve that was based on spin-… that of spin-dependent
tunneling across ultra-thin insulating layers placed between magnetic electrodes, but the basic spin-…

Nebula: a neuromorphic spin-based ultra-low power architecture for snns and anns

S Singh, A Sarma, N Jao, A Pattnaik… - … on Computer …, 2020 - ieeexplore.ieee.org
… perform an in-depth comparative study of accuracy, power … block of our proposed “In-Memory
architecture. In an MTJ … stimulus, such as spin-transfer torque induced by a spin current [77]…

Memristive devices for neuromorphic applications: comparative analysis

V Erokhin - BioNanoScience, 2020 - Springer
memory systems has been forecasted. However, up to now, all of us are using other types of
memory systems in our traditional computers. … Construction of neuromorphic computers also …

Neuromorphic spintronics

J Grollier, D Querlioz, KY Camsari… - Nature …, 2020 - nature.com
… -based implementations of neuromorphic computing tasks, such as pattern recognition in an
associative memory… carry information across distances via spin currents, microwave signals, …

In-memory logic operations and neuromorphic computing in non-volatile random access memory

QF Ou, BS Xiong, L Yu, J Wen, L Wang, Y Tong - Materials, 2020 - mdpi.com
comparative review of the state-of-the-art for each of the primary non-volatile RAM technologies.
The paper concludes with a comparative … potential use of spin current-based circuits and …

[HTML][HTML] Neuromorphic computing with antiferromagnetic spintronics

A Kurenkov, S Fukami, H Ohno - Journal of Applied Physics, 2020 - pubs.aip.org
spin–orbit coupling, including functionalities of a spin current … for computation including,
in principle, AFM memories and … that, in comparison with non-spiking ANNs and SNNs, does …

Spiking neural networks in spintronic computational RAM

H Cılasun, S Resch, ZI Chowdhury, E Olson… - ACM Transactions on …, 2021 - dl.acm.org
computation model capable of emulating neural computation … limitations, based on a network
of in-memory SNN accelerators… A quantitative comparison to crossbar based designs would …