69 citations · 81 across the 4 of their papers we have counts for
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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…
q-bio.NC2019★ 12 cited
Suppression of hypersynchronous network activity in cultured cortical neurons using an ultrasoft silicone scaffold
Takuma Sumi, Hideaki Yamamoto, Ayumi Hirano-Iwata
The spontaneous activity pattern of cortical neurons in dissociated culture is characterized by burst firing that is highly synchronized among a wide population of cells. The degre…