Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems

Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems

In this paper, we propose a “1-transistor 1-nanotrack” (1T1N) synapse based on the movement of magnetic skyrmions using spin-polarized current pulses. The proposed synaptic bit-cell has four terminals and fully decoupled spike transmission and programming paths. With careful tu...

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Bibliographic Details
Main Authors: Tinish Bhattacharya, Sai Li, Yangqi Huang, Wang Kang, Weisheng Zhao, Manan Suri
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Skyrmion
SNN
STDP
neuromorphic hardware
synapse
Online Access:https://ieeexplore.ieee.org/document/8598710/

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