Search Results for author: Takeo Hosomi

Found 2 papers, 0 papers with code

Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding

no code implementations24 Jul 2023 Yusuke Sakemi, Kakei Yamamoto, Takeo Hosomi, Kazuyuki Aihara

The training of multilayer spiking neural networks (SNNs) using the error backpropagation algorithm has made significant progress in recent years.

Effects of VLSI Circuit Constraints on Temporal-Coding Multilayer Spiking Neural Networks

no code implementations18 Jun 2021 Yusuke Sakemi, Takashi Morie, Takeo Hosomi, Kazuyuki Aihara

As SNNs are continuous-state and continuous-time models, it is favorable to implement them with analog VLSI circuits.

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