Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity

Wanjin Feng, Xingyu Gao, Wenqian Du +4

Spiking Neural Networks (SNNs) often suffer from high time complexity $O(T)$ due to the sequential processing of $T$ spikes, making training computationally expensive. In this pape…