Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions

Ibuki Matsumoto, Sou Nobukawa, Tomoki Kurikawa, Nobuhiko Wagatsuma, Yusuke Sakemi, Takashi Kanamaru, Nina Sviridova, Kazuyuki Aihara. Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions. In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023. pages 1-8, IEEE, 2023. [doi]

Authors

Ibuki Matsumoto

This author has not been identified. Look up 'Ibuki Matsumoto' in Google

Sou Nobukawa

This author has not been identified. Look up 'Sou Nobukawa' in Google

Tomoki Kurikawa

This author has not been identified. Look up 'Tomoki Kurikawa' in Google

Nobuhiko Wagatsuma

This author has not been identified. Look up 'Nobuhiko Wagatsuma' in Google

Yusuke Sakemi

This author has not been identified. Look up 'Yusuke Sakemi' in Google

Takashi Kanamaru

This author has not been identified. Look up 'Takashi Kanamaru' in Google

Nina Sviridova

This author has not been identified. Look up 'Nina Sviridova' in Google

Kazuyuki Aihara

This author has not been identified. Look up 'Kazuyuki Aihara' in Google