Takens’ theorem to assess EEG traces: Regional variations in brain dynamics

• Published in: Neuroscience letters Vol. 865; p. 138352
• Main Authors: Tozzi, Arturo, Jaušovec, Ksenija
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier B.V 14.10.2025
• Subjects: Brain dynamics; EEG analysis; Phase space reconstruction; Regional variations; Regional variations; Brain dynamics; Phase space reconstruction; EEG analysis

Takens’ theorem (TT) proves that the behaviour of a dynamical system can be effectively reconstructed within a multidimensional phase space. This offers a comprehensive framework for examining temporal dependencies, dimensional complexity and predictability of time series data. We applied TT to inve...