Meta-cognitive Multi-scale Hierarchical Reasoning for Motor Imagery Decoding

Si-Hyun Kim, Heon-Gyu Kwak, Byoung-Hee Kwon +1

Brain-computer interface (BCI) aims to decode motor intent from noninvasive neural signals to enable control of external devices, but practical deployment remains limited by noise…