Shin-ichi Ikegawa

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Spiking Neural Networks

Biologically Plausible

Top Venues

Neural Networks

Publications

Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada
S3NN: Time step reduction of spiking surrogate gradients for training energy efficient single-step spiking neural networks. Neural Networks 159 (2023)
Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada, Naotake Natori
Rethinking the Role of Normalization and Residual Blocks for Spiking Neural Networks. Sensors 22 (8) (2022)
Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada
NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Neural Networks. CoRR (2022)
Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada, Naotake Natori
Rethinking the role of normalization and residual blocks for spiking neural networks. CoRR (2022)