IEEE transactions on neural networks and learning systems
HSA2M: Hierarchical Spike Aggregation Activation Map for Visual Explanations From Spiking Neural Networks.
Mingxuan Yang, Xiaojun Wu, Michael Yu Wang
Published: 202610.1109/TNNLS.2025.3650157
Abstract
Achieving visual explanations in spiking neural networks (SNNs) is challenging due to the spatial sparsity and temporal discontinuity of spikes, which make it difficult to generate coherent saliency mappings and hinder interpretability. To address th…
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