Abstract
An important issue in Neuroscience is identifying classes of models used by the brain to compress information from stimuli. We address this issue by proposing new electroencephalographic (EEG) experiments designed to study how the brain encodes statistical regularities from stochastic sequences of stimuli and the development of new statistical tools for functional data analysis, with a ma…