MSPAN: A Memristive Spike-Based Computing Engine With Adaptive Neuron for Edge Arrhythmia Detection

In this work, a memristive spike-based computing in memory (CIM) system with adaptive neuron (MSPAN) is proposed to realize energy-efficient remote arrhythmia detection with high accuracy in edge devices by software and hardware co-design. A multi-layer deep integrative spiking neural network (DiSNN...

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Detalles Bibliográficos
Autores principales: Jiang, Jingwen, Tian, Fengshi, Liang, Jinhao, Shen, Ziyang, Liu, Yirui, Zheng, Jiapei, Wu, Hui, Zhang, Zhiyuan, Fang, Chaoming, Zhao, Yifan, Shi, Jiahe, Xue, Xiaoyong, Zeng, Xiaoyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715923/
https://www.ncbi.nlm.nih.gov/pubmed/34975373
http://dx.doi.org/10.3389/fnins.2021.761127

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