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.
@article{arxiv.1711.00432,
title = {Statistical Challenges in Modeling Big Brain Signals},
author = {Zhaoxia Yu and Dustin Pluta and Tong Shen and Chuansheng Chen and Gui Xue and Hernando Ombao},
journal= {arXiv preprint arXiv:1711.00432},
year = {2017}
}