Reservoir computing using cultured neuronal networks with modular topology
Takuma Sumi, Hideaki Yamamoto, Yuichi Katori, Koki Ito, Hideyuki Kato, Hayato Chiba, Shigeo Sato, Ayumi Hirano-Iwata · FENS Forum 2024
Reservoir computing facilitates the integration of high-dimensional spatiotemporal dynamics with information processing [1]. Here we investigated the correlation between neuronal dynamics and machine learning task performance, utilizing a cultured neuronal network with a modular structure. The results show that the modularity of the neuronal network enhances classification performance in tasks involving multiple speech signals [3].Figure 1 outlines the experimental setup, employing a modular cultured neuronal network of rat cortical neurons on a patterned substrate. Neural activity was measure
ePoster · Neuroscience