TAB (Temporal Accumulated Batch Normalization) for SNNS
Temporal Covariate Shift (TCS) matters in spiking neural networks (SNNs), and now we know how to tackle it :-)
HOW? Batch normalization using the accumulated temporal information!
Codes for paper "TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks" ICLR(2024).
Check the paper in openreview.