69 citations · 220 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
Modular architecture facilitates noise-driven control of synchrony in neuronal networks
Hideaki Yamamoto, F. Paul Spitzner, Taiki Takemuro +9
Brain functions require both segregated processing of information in specialized circuits, as well as integration across circuits to perform high-level information processing. One…
Microfluidic cell engineering on high-density microelectrode arrays for assessing structure-function relationships in living neuronal networks
Yuya Sato, Hideaki Yamamoto, Hideyuki Kato +3
Neuronal networks in dissociated culture combined with cell engineering technology offer a pivotal platform to constructively explore the relationship between structure and functio…