Spike-VisNet: A novel framework for visual recognition with FocusLayer-STDP learning

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Ying Liu, Xiaoling Luo, Ya Zhang, Yun Zhang, Wei Zhang, Hong Qu

Published: 01 Jan 2025, Last Modified: 15 May 2025Neural Networks 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Spike-VisNet mimics the retina to provide a biologically inspired SNN architecture.•FocusLayer-STDP adjusts synaptic weights dynamically based on visual stimuli.•Spike-VisNet uses inhibition and competition to enhance recognition task robustness.