David Little
I work at Beacon Biosignals to bring scientific insight to large scale neurophysiological datasets of EEG, identifying novel biomarkers for the treatment and stratification of neuropathology. I have a background in human auditory psychophysics and auditory cognitive neuroscience as well as machine learning and signal processing methods applied to music.
Session
Large scale EEG analysis pipelines are a critical tool for understanding complex neurophysiology. Using Beacon Biosignal’s platform for EEG data analysis in Julia we performed one of the largest studies of chronic insomnia to date. It appears that the most prevalent EEG differences between those with and without insomnia arise during periods of wake or near wake-like (N1) activity throughout the night. Overall Julia proved to be a robust platform for EEG ingest, featurization and analysis.