Topological Data Analysis Reveals the Role of Alpha-Band Phase in Visual Imagination

Authors

Ramin Toosi

Abstract

This paper studies visual imagination through topological data analysis of neural dynamics, focusing on the role of alpha-band phase. Using topological descriptors of oscillatory activity, we investigate how alpha-band phase organization relates to imagined visual content and characterize structure that is not readily captured by conventional spectral power analyses alone.