1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NE2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding
Yusuke Sakemi, Kakei Yamamoto, Takeo Hosomi +1
The training of multilayer spiking neural networks (SNNs) using the error backpropagation algorithm has made significant progress in recent years. Among the various training scheme…
cs.NE2022★ 1 cited
Timing-Based Backpropagation in Spiking Neural Networks Without Single-Spike Restrictions
Kakei Yamamoto, Yusuke Sakemi, Kazuyuki Aihara
We propose a novel backpropagation algorithm for training spiking neural networks (SNNs) that encodes information in the relative multiple spike timing of individual neurons withou…