Resting-State Functional Connectivity Emerges from Structurally and Dynamically Shaped Slow Linear Fluctuations
Institució Catalana de Recerca i Estudis Avançats · Pompeu Fabra University · +6 more institutions
Abstract
Brain fluctuations at rest are not random but are structured in spatial patterns of correlated activity across different brain areas. The question of how resting-state functional connectivity (FC) emerges from the brain's anatomical connections has motivated several experimental and computational studies to understand structure-function relationships. However, the mechanistic origin of resting state is obscured by large-scale models' complexity, and a close structure-function relation is still an open problem. Thus, a realistic but simple enough description of relevant brain dynamics is needed. Here, we derived a dynamic mean field model that consistently summarizes the realistic dynamics of a detailed spiking…
Citation impact
- FWCI
- 19.11
- Percentile
- 100%
- References
- 48
Authors
6- GDGustavo DecoCorresponding
Institució Catalana de Recerca i Estudis Avançats, Pompeu Fabra University
- APAdrián Ponce‐Alvarez
Pompeu Fabra University
- DMDante Mantini
University of Oxford, ETH Zurich
- GLGian Luca Romani
University of Chieti-Pescara
- PHPatric Hagmann
University of Lausanne, École Polytechnique Fédérale de Lausanne
Topics & keywords
- Resting state fMRI
- Statistical physics
- Computer science
- Functional connectivity
- Physics
- Neuroscience
- Psychology