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This symposium from Sleep DownUnder 2025 explores cutting-edge EEG methodologies in hypersomnolence research, highlighting novel approaches to detecting, diagnosing and understanding sleepiness in its various forms and its consequences. Experts in the field present advances in non-oscillatory EEG analysis and applications, high-density EEG connectivity analysis, research-driven EEG applications, and a brief review of the latest advances in the literature.