69 citations · 141 across the 6 of their papers we have counts for
6 papers
Precision microfluidic control of neuronal ensembles in cultured cortical networks
Hakuba Murota, Hideaki Yamamoto, Nobuaki Monma +2
In vitro neuronal culture is an important research platform in cellular and network neuroscience. However, neurons cultured on a homogeneous scaffold form dense, randomly connected…
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…
Model-Free Idealization: Adaptive Integrated Approach for Idealization of Ion Channel Currents (AI2)
Madoka Sato, Masanori Hariyama, Komiya Maki +4
Single-channel electrophysiological recordings provide insights into transmembrane ion permeation and channel gating mechanisms. The first step in the analysis of the recorded curr…
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…