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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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Principais autores: Shuang Liu, Guangyao Wang, Tianshuo Bai, Kefan Mo, Jiaqi Chen, Wanru Mao, Wenjia Wang, Zihan Yuan, Biao Pan
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-09-01
Serier:Applied Sciences
Fag:
skyrmion
spiking neural network
leaky-integrate-fire
pattern recognition
Online adgang:https://www.mdpi.com/2076-3417/12/19/9698
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