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Rodrigo Cofre

CIMFAV-Ingemat, Facultad de Ingeniería, Universidad de Valparaíso, Valparaíso, Chile.

3 papers in the library · 94 citations · publishing 2022-2024

Papers

A whole-brain model of the neural entropy increase elicited by psychedelic drugs.

Scientific reports April 17, 2023 Rubén Herzog, Pedro A M Mediano, Fernando E Rosas et al. 51 citations

Psychedelic drugs such as LSD, which activate the serotonin 2A receptor, produce profound changes in consciousness and are linked to increased entropy in spontaneous brain activity. This study provides the first model-based explanation for that entropy increase by extending a whole-brain model of serotonin neuromodulation. The model reproduced the overall rise in neural entropy seen in prior experiments. Entropy increased across all brain regions, with the largest effects in visuo-occipital areas. At the whole-brain level, this reconfiguration was not well explained by the density of serotonin 2A receptors but was closely related to the topological properties of the brain's anatomical connectivity.

Local orchestration of distributed functional patterns supporting loss and restoration of consciousness in the primate brain.

Nature communications March 11, 2024 Andrea I Luppi, Lynn Uhrig, Jordy Tasserie et al. 43 citations

Loss of consciousness under anesthesia increasingly constrains brain activity to follow the brain's physical structure, collapsing hierarchical cortical organization across scales. This effect was observed with three different anesthetics—propofol, sevoflurane, and ketamine—and was reversed by electrically stimulating the central thalamus, which also restored behavioral signs of arousal. Stimulating the ventral lateral thalamus did not produce these effects, showing specificity. The findings identify distributed brain signatures of consciousness that are orchestrated by particular thalamic nuclei.

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 Cofre

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.