69 citations · 69 across the 2 of their papers we have counts for
2 papers
q-bio.NC2024
Directional intermodular coupling enriches functional complexity in biological neuronal networks
Nobuaki Monma, Hideaki Yamamoto, Naoya Fujiwara +4
Hierarchically modular organization is a canonical network topology that is evolutionarily conserved in the nervous systems of animals. Within the network, neurons form directional…
q-bio.NC2022★ 69 cited
Biological neurons act as generalization filters in reservoir computing
Takuma Sumi, Hideaki Yamamoto, Yuichi Katori +4
Reservoir computing is a machine learning paradigm that transforms the transient dynamics of high-dimensional nonlinear systems for processing time-series data. Although reservoir…