Takahiro Hasegawa

Neuroscience-Inspired Deep Learning Brain–Machine Interface Decoder

Hong-Yun Ou, Takahiro Hasegawa, Osamu Fukayama, Eizo Miyashita

Brain–machine interfaces (BMIs) aim to decode motor intentions from neural activity to enable direct control of external devices. However, most existing decoders rely on monolithic architectures that fail to capture the distinct neural representations of different joint movement…Read more