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Window-based Expert Mixture Spiking Attention

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04:00

2026-07-15

arxiv.org

artificial-intelligence

SpikeDS: Dual Sparsity Spikformer for Perineural Invasion Prediction in 3D MRI

Researchers developed SpikeDS, a spiking neural network that uses dual sparsity to predict perineural invasion from 3D MRI scans of cholangiocarcinoma patients. The model achieved an AUC of 0.753 whil…

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SpikeDS 1 Dual Sparsity Spikformer 1 Cross-Window Spiking Self-Attention 1