Work

Multifractality in critical neural field dynamics

Year: 2023

Type: article

Abstract: The brain criticality hypothesis has largely only characterized brain dynamics in terms of their self-similarity, although experimental evidence suggests that the brain exhibits significant multifractality. To understand how multifractality may emerge in critical-like systems modeling neuronal activity, we used a neural field model exhibiting neural oscillations and a critical phase transition. We find that multifractality emerges near a synchronization phase transition, and that the pattern of variation in multifractality changes when placing the model at a different phase transition. These findings show that multifractality in temporal dynamics emerges near criticality in neural fields, providing a formal basis for interpreting multifractality in brain recordings.

Source: PubMed

DOI: 10.48550/arxiv.2312.03219

Authors: Dumeur, Merlin, Wang, Sheng H., Palva, J. Matias, Ciuciu, Philippe