Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time

Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil +1

Directly training spiking neural networks (SNNs) has remained challenging due to complex neural dynamics and intrinsic non-differentiability in firing functions. The well-known bac…