Aug 2026
Graph convolution neural network channel selection with attention for motor imagery EEG decoding.
Experimental results demonstrate that the proposed approach achieves performance comparable to that obtained with all channels while using significantly fewer electrodes, and UniEEG-Net exhibits classification accuracy surpassing current state-of-the-art models.
Hao-Yu Li, Wei-Dong Dang, Lei Liu et al.
· Chaos · 0 citations