Exact Gradient Computation for Spiking Neural Networks Through Forward Propagation

Jane H. Lee, Saeid Haghighatshoar, Amin Karbasi

Spiking neural networks (SNN) have recently emerged as alternatives to traditional neural networks, owing to energy efficiency benefits and capacity to better capture biological ne…