[HTML][HTML] Entropy and Complexity Tools Across Scales in Neuroscience: A Review

R Cofré, A Destexhe - Entropy, 2025 - mdpi.com
Understanding the brain's intricate dynamics across multiple scales—from cellular
interactions to large-scale brain behavior—remains one of the most significant challenges in …

THOI: An efficient and accessible library for computing higher-order interactions enhanced by batch-processing

L Belloli, P Mediano, R Cofré, DF Slezak… - arxiv preprint arxiv …, 2025 - arxiv.org
Complex systems are characterized by nonlinear dynamics, multi-level interactions, and
emergent collective behaviors. Traditional analyses that focus solely on pairwise …

[HTML][HTML] Changes in brain connectivity and neurovascular dynamics during dexmedetomidine-induced loss of consciousness

P Fotiadis, AR McKinstry-Wu, SM Weinstein… - …, 2024 - pmc.ncbi.nlm.nih.gov
Understanding the neurophysiological changes that occur during loss and recovery of
consciousness is a fundamental aim in neuroscience and has marked clinical relevance …

Uncovering dynamic human brain phase coherence networks

AS Olsen, A Brammer, PM Fisher, M Moerup - bioRxiv, 2024 - biorxiv.org
Complex behavioral and cognitive processes emerge from coordinated communication
between sometimes disparate brain regions, implying a systems-level dynamic …