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20202025
most citedVisual Motion Imagery Classification with Deep Neural Network based on Functional Connectivity

2 citations · 2 across the 16 of their papers we have counts for

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cs.HC2025

Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery

Byoung-Hee Kwon

This study introduces a pioneering approach in brain-computer interface (BCI) technology, featuring our novel concept of complex visual imagery for non-invasive electroencephalogra…

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…