activity
20192025
most citedBiological neurons act as generalization filters in reservoir computing

69 citations · 220 across the 12 of their papers we have counts for

collaborators

12 papers

physics.bio-ph2025

Genesis of a Horizontal Electric Field within the Lipid Bilayer: A Bilayer-Embedded Actuation Platform

Maki Komiya, Madoka Sato, Teng Ma +19

The electric field of biological membranes has long been treated as a one-dimensional quantity, defined solely by the component normal to the bilayer (E_VERT). Here, we present a b…

q-bio.NC2024

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…

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.QM2023

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…

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.NC2022★ 48 cited

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…

q-bio.NC2022★ 24 cited

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…

physics.app-ph2020★ 16 cited

PDMS microfluidic film for in vitro engineering of mesoscale neuronal networks

Taiki Takemuro, Hideaki Yamamoto, Shigeo Sato +1

Polydimethylsiloxane (PDMS) microfluidic devices have become a standard tool for engineering cells and multicellular networks in vitro. However, the reservoirs, or through-holes wh…

physics.app-ph2020★ 39 cited

Characterization of bulk nanobubbles formed by using a porous alumina film with ordered nanopores

Teng Ma, Yasuo Kimura, Hideaki Yamamoto +3

Gaseous nanobubbles (NBs), with their unique physicochemical properties and promising applications, have become an important research topic. Generation of monodispersed bulk NBs wi…

physics.bio-ph2020★ 12 cited

Optical transport of sub-micron lipid vesicles along an optical nanofibre

Takaaki Yoshino, Daichi Yamaura, Maki Komiya +6

Enhanced manipulation and analysis of bio-particles using light confined in nano-scale dielectric structures has proceeded apace in the last several years. Small mode volumes, alon…

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…

physics.bio-ph2019

A Teflon-based system for applying multidirectional voltages to lipid bilayers as a novel platform for membrane proteins

Maki Komiya, Kensaku Kanomata, Ryo Yokota +13

Artificial bilayer lipid membranes (BLMs), along with patch-clamped membranes, are frequently used for functional analyses of membrane proteins. In both methods, the electric prope…