A mean field approach to model levels of consciousness from EEG recordings
arXiv Preprint Archive February 6, 2020 Marco Alberto Javarone, Olivia Gosseries, Daniele Marinazzo et al.
We introduce a mean-field model for analysing the dynamics of human consciousness. In particular, inspired by the Giulio Tononi's Integrated Information Theory and by the Max Tegmark's representation of consciousness, we study order-disorder phase transitions on Curie-Weiss models generated by processing EEG signals. The latter have been recorded on healthy individuals undergoing deep sedation....