Shilong Zhu

STFP-SNN: Spiking Time-Frequency Patching Spiking Neural Network for Enhanced Fault Diagnosis

Spiking neural network (SNN) has drawn substantial research focus due to its high biological interpretability, low energy consumption and effectiveness in time-dependent data processing. However, existing methods fail to fully integrate the biological interpretability of SNN with the physical interpretability of time-f...