most citedA Distributed Inference System for Detecting Task-wise Single Trial Event-Related Potential in Stream of Satellite Images

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cs.LG2025

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…

cs.LG2023

Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography

Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak +2

Polysomnography (PSG) is an indispensable diagnostic tool in sleep medicine, essential for identifying various sleep disorders. By capturing physiological signals, including EEG, E…