Title: Statistical Challenges in Modeling Big Brain Signals,
Abstract: Brain signal data are inherently big: massive in amount, complex in
structure, and high in dimensions. These characteristics impose great
challenges for statistical inference and learning. Here we review several key
challenges, discuss possible solutions, and highlight future research
directions.