Marc M. Van Hulle

This study shows that 40 Hz visual stimulation increases gamma-band functional connectivity between visual, parietal, and frontal regions, with the visual-parietal connection being most significant.

This paper benchmarks deep sequence models against geometric baselines for cross-session EEG motor-imagery decoding, finding that a simple geometric approach outperforms complex models.

This paper shows that BCIs can generalize across different finger movements by optimizing decoding pipelines, using high gamma features and linear models for better cross-task transfer.