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

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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Bibliographic Details
Main Authors: Jingwen Jiang, Fengshi Tian, Jinhao Liang, Ziyang Shen, Yirui Liu, Jiapei Zheng, Hui Wu, Zhiyuan Zhang, Chaoming Fang, Yifan Zhao, Jiahe Shi, Xiaoyong Xue, Xiaoyang Zeng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Neuroscience
Subjects:
spike-based
neuromorphic computing
memristive
computation in memory
arrhythmia detection
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.761127/full

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