Research spans cognitive neuroscience and physiology, probing consciousness, alertness, sleep/dreaming and time perception. Develops multimodal datasets and methods integrating EEG/M/EEG, cardiac and behavioral signals to model functional connectivity and user states across development and human–computer interaction.