Search Results for author: Satoshi Moriya

Found 2 papers, 0 papers with code

Directional intermodular coupling enriches functional complexity in biological neuronal networks

no code implementations25 Apr 2024 Nobuaki Monma, Hideaki Yamamoto, Naoya Fujiwara, Hakuba Murota, Satoshi Moriya, Ayumi Hirano-Iwata, Shigeo Sato

However, this topology is dissimilar to the network formed by dissociated neurons in culture because they form randomly connected networks on homogeneous substrates.

Biological neurons act as generalization filters in reservoir computing

no code implementations6 Oct 2022 Takuma Sumi, Hideaki Yamamoto, Yuichi Katori, Satoshi Moriya, Tomohiro Konno, Shigeo Sato, Ayumi Hirano-Iwata

We first show that modular BNNs can be used to classify static input patterns with a linear decoder and that the modularity of the BNNs positively correlates with the classification accuracy.

Decoder Time Series Analysis +1

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