AINeutralarXiv – CS AI · 10h ago6/10
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Practical Bayesian Inference for Speech SNNs: Uncertainty and Loss-Landscape Smoothing
Researchers demonstrate that applying Bayesian inference to Spiking Neural Networks (SNNs) for speech processing smooths the irregular loss landscape caused by threshold-based spike generation. Testing on speech datasets shows improved performance metrics and more regular predictive landscapes compared to deterministic approaches.