A Resource-Efficient Scalable Spiking Neural Network Hardware Architecture with Reusable Modules and Memory Reutilization

Ran Wang,Jian Zhang,Tengbo Wang,Jia Liu,Guohe Zhang

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS（2024）

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关键词

Convolution,Neurons,Computer architecture,Biological neural networks,Membrane potentials,Kernel,Hardware,Neuromorphic computing,spiking convolutional neural networks (SCNNs),image classification,energy efficiency,field programmable gate array (FPGA)

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