Picture for Ryuji Saiin

Ryuji Saiin

Magic for the Age of Quantized DNNs

Add code
Mar 22, 2024
Viaarxiv icon

Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks

Add code
Oct 16, 2023
Viaarxiv icon

Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks

Add code
Feb 03, 2023
Viaarxiv icon

Rethinking the role of normalization and residual blocks for spiking neural networks

Add code
Mar 03, 2022
Figure 1 for Rethinking the role of normalization and residual blocks for spiking neural networks
Figure 2 for Rethinking the role of normalization and residual blocks for spiking neural networks
Figure 3 for Rethinking the role of normalization and residual blocks for spiking neural networks
Figure 4 for Rethinking the role of normalization and residual blocks for spiking neural networks
Viaarxiv icon

S$^2$NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Neural Networks

Add code
Jan 26, 2022
Viaarxiv icon

Spectral Pruning for Recurrent Neural Networks

Add code
May 23, 2021
Figure 1 for Spectral Pruning for Recurrent Neural Networks
Figure 2 for Spectral Pruning for Recurrent Neural Networks
Viaarxiv icon