Ryuji Saiin

12 papers A 1Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Magic for the Age of Quantized DNNs.
MVA
Ryuji Saiin, Kazuma Suetake, Yoshihide Sawada
2024 J jnl
Magic for the Age of Quantized DNNs.
CoRR
Yoshihide Sawada, Ryuji Saiin, Kazuma Suetake
2024 J jnl
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks.
Trans. Mach. Learn. Res.
Ryuji Saiin, Tomoya Shirakawa, Sota Yoshihara, Yoshihide Sawada, Hiroyuki Kusumoto
2024 J jnl
Synaptic Interaction Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks.
Trans. Mach. Learn. Res.
Kazuma Suetake, Takuya Ushimaru, Ryuji Saiin, Yoshihide Sawada
2023 J jnl
S3NN: Time step reduction of spiking surrogate gradients for training energy efficient single-step spiking neural networks.
Neural Networks
Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada
2023 J jnl
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks.
CoRR
Ryuji Saiin, Tomoya Shirakawa, Sota Yoshihara, Yoshihide Sawada, Hiroyuki Kusumoto
2023 J jnl
Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks.
CoRR
Kazuma Suetake, Takuya Ushimaru, Ryuji Saiin, Yoshihide Sawada
2022 J jnl
Rethinking the Role of Normalization and Residual Blocks for Spiking Neural Networks.
Sensors
Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada, Naotake Natori
2022 J jnl
Rethinking the role of normalization and residual blocks for spiking neural networks.
CoRR
Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada, Naotake Natori
2022 J jnl
S
CoRR
Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada
2022 A conf
Spectral Pruning for Recurrent Neural Networks.
AISTATS
Takashi Furuya, Kazuma Suetake, Koichi Taniguchi, Hiroyuki Kusumoto, Ryuji Saiin, Tomohiro Daimon
2021 J jnl
Spectral Pruning for Recurrent Neural Networks.
CoRR
Takashi Furuya, Kazuma Suetake, Koichi Taniguchi, Hiroyuki Kusumoto, Ryuji Saiin, Tomohiro Daimon