Bayesian Factor Analysis: A Versatile Framework for Denoising, Interference Suppression, and Source Localization

This chapter describes Bayesian factor analysis (BFA), which is a technique that can decompose multiple sensor time courses into time courses of independent factor activities, where the number of factors is much smaller than the number of sensors.