Magnetic Skyrmion-Based Spiking Neural Network for Pattern Recognition

Spiking neural network (SNN) has emerged as one of the most powerful brain-inspired computing paradigms in complex pattern recognition tasks that can be enabled by neuromorphic hardware. However, owing to the fundamental architecture mismatch between biological and Boolean logic, CMOS implementation...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Shuang Liu, Guangyao Wang, Tianshuo Bai, Kefan Mo, Jiaqi Chen, Wanru Mao, Wenjia Wang, Zihan Yuan, Biao Pan
Format:	Article
Language:	English
Published:	MDPI AG 2022-09-01
Subjects:	skyrmion spiking neural network leaky-integrate-fire pattern recognition
Online Access:	https://www.mdpi.com/2076-3417/12/19/9698