English

Brain organization into resting state networks emerges at criticality on a model of the human connectome

Neurons and Cognition 2014-05-27 v2 Disordered Systems and Neural Networks Biological Physics

Abstract

The relation between large-scale brain structure and function is an outstanding open problem in neuroscience. We approach this problem by studying the dynamical regime under which realistic spatio-temporal patterns of brain activity emerge from the empirically derived network of human brain neuroanatomical connections. The results show that critical dynamics unfolding on the structural connectivity of the human brain allow the recovery of many key experimental findings obtained with functional Magnetic Resonance Imaging (fMRI), such as divergence of the correlation length, anomalous scaling of correlation fluctuations, and the emergence of large-scale resting state networks.

Keywords

Cite

@article{arxiv.1209.5353,
  title  = {Brain organization into resting state networks emerges at criticality on a model of the human connectome},
  author = {Ariel Haimovici and Enzo Tagliazucchi and Pablo Balenzuela and Dante R. Chialvo},
  journal= {arXiv preprint arXiv:1209.5353},
  year   = {2014}
}

Comments

Physical Review Letters, (2013 in press)