Randomized Forward Mode Gradient for Spiking Neural Networks in Scientific Machine Learning

Ruyin Wan, Qian Zhang, George Em Karniadakis

Spiking neural networks (SNNs) represent a promising approach in machine learning, combining the hierarchical learning capabilities of deep neural networks with the energy efficien…