Author

A. Brady

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Review Open access Jul 2026

Spiking Neural Networks for the Analysis of Physiological Signals

A comprehensive review of SNN-based methods for physiological signal analysis across EEG, ECG, and EMG modalities is provided, identifying recurring architectural and methodological trends that indicate the dominance of convolution-based spiking architectures, the critical role of encoding strategies in determining ene...

A. Brady, Hisham G. Daoud · Engineer · 0 citations