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Matthieu Gilson

2 papers in the library · 23 citations · publishing 2022

Papers

Meditation-induced effects on whole-brain structural and effective connectivity

Brain Structure and Function May 6, 2022 Eleonora de Filippi, Anira Escrichs, Estela Càmara et al. 23 citations

Meditation-related changes in brain dynamics and structure were investigated by scanning experienced meditators and naive controls with MRI during rest and focused-attention meditation. A machine-learning approach showed that effective connectivity (causal relationships between brain regions) was more informative than functional or structural connectivity alone for distinguishing meditators from controls. The most informative effective-connectivity links involved several large-scale networks, predominantly in the left hemisphere. Anatomical differences were smaller but present: meditators had stronger structural connectivity between four left-hemisphere areas belonging to somatomotor, dorsal attention, subcortical, and visual networks. The findings suggest a mechanism linking brain structure and function underlying meditation.

Entropy production of Multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain

arXiv Preprint Archive July 11, 2022 Matthieu Gilson, Enzo Tagliazucchi, Rodrigo Cofré

Consciousness depends on complex, irreversible brain dynamics that produce entropy. By fitting a statistical model to fMRI data and calculating entropy production, researchers found a monotonic relationship: entropy production decreases as people move from wakefulness to deep sleep. This suggests that entropy production is a robust signature of consciousness, linking conscious states to the thermodynamic activity of the brain.