Zhigao Cao

Efficient Training of Spiking Neural Networks with Multi-Parallel Implicit Stream Architecture

"Spiking neural networks (SNNs) are a novel type of bio-plausible neural network with energy efficiency. However, SNNs are non-differentiable and the training memory costs increase with the number of simulation steps. To address these challenges, this work introduces an implicit training method for…