The effects of physiologically plausible connectivity structure on local and global dynamics in large scale brain models

Journal of Neuroscience Methods

Volumn 183, Issue 1, 2009, Pages 86-94

  Knock, S A ^a,b,c   McIntosh, A R ^d   Sporns, O ^e   Kotter R ^f,g   Hagmann, P ^h,i   Jirsa, V K ^a,j  

^a AIX MARSEILLE UNIVERSITÉ   (France)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

^c BLACK DOG INSTITUTE   (Australia)

^d ROTMAN RESEARCH INSTITUTE   (Canada)

^e INDIANA UNIVERSITY   (United States)

^f RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

^g HEINRICH HEINE UNIVERSITY   (Germany)

^h UNIVERSITY OF LAUSANNE   (Switzerland)

ⁱ EPFL   (Switzerland)

^j FLORIDA ATLANTIC UNIVERSITY   (United States)

more..

Author keywords

CoCoMac; Connectivity; Dynamics; Network; Tractography

Indexed keywords

ARTICLE; BRAIN FUNCTION; BRAIN REGION; CONTROLLED STUDY; DATA EXTRACTION; HUMAN; MATHEMATICAL MODEL; NEUROANATOMY; NEUROPHYSIOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RELIABILITY; SIMULATION;

ANIMALS; BRAIN; BRAIN MAPPING; COMPUTER GRAPHICS; COMPUTER SIMULATION; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; NEURAL PATHWAYS; NONLINEAR DYNAMICS; PRINCIPAL COMPONENT ANALYSIS; TIME FACTORS;

EID: 69549095714     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2009.07.007     Document Type: Article

References (15)

1. Assisi C.G., Jirsa V.K., and Kelso J.A.S. Synchrony and clustering in heterogeneous networks with global coupling and parameter dispersion. Phys Rev Lett 94 1 (2005)
2. Breakspear M, Jirsa VK, (2007). Neuronal Dynamics and Brain Connectivity, in: Jirsa, VK, McIntosh, AR, editors. Handbook of Brain Connectivity, doi:10.1007/978-3-540-71512-2.
3. Deco G., Jirsa V.K., Robinson P.A., Breakspear M., and Friston K. The dynamic brain: from spiking neurons to neural masses and cortical fields. PLoS Comput Biol 4 8 (2008) e1000092
4. Fox M.D., and Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Rev Neurosci 8 (2007) 700-711
5. Ghosh A., Rho Y., McIntosh A.R., Kotter R., and Jirsa V.K. Noise during Rest Enables the Exploration of the Brain's Dynamic Repertoire. PLoS Comput Biol (2009)
6. Hagmann P., Cammoun L., Gigandet X., Meuli R., Honey C.J., Wedeen Van J., and Sporns O. Mapping the structural core of human cerebral cortex. PLoS Biol 6 7 (2008) e159
7. Honey C.J., Kotter R., Breakspear M., and Sporns O. Network structure of cerebral cortex shapes functional connectivity on multiple time scales. PNAS (2007)
8. Jirsa V.K. Neural field dynamics with local and global connectivity and time delay. Phil Trans R Soc A 367 (2007) 1131-1143
9. Kötter R. Online retrieval, processing, and visualization of primate connectivity data from the CoCoMac Database. Neuroinformatics (2004)
10. Rogawski M.A., and Löscher W. The neurobiology of antiepileptic drugs. Nature Rev Neurosci 5 (2004) 553-564
11. Sporns O., Tononi G., and Kotter R. The human connectome: a structural description of the human brain. PLoS Comput Biol 1 4 (2005) e42
12. Stefanescu R.A., and Jirsa V.K. A low dimensional description of globally coupled heterogeneous neural networks of excitatory and inhibitory neurons. PLoS Comput Biol 4 11 (2008) e1000219
13. Toga AW, Thompson PM, Sowell ER, (2006). Mapping brain maturation, Trends Neurosci, 29(3), 148-159, ISSN 0166-2236, doi: 10.1016/j. tins.2006.01.007.
14. Zemanová L., Zhou C., and Kurths J. Structural and functional clusters of complex brain networks. Physica D 224 (2006) 202-212
15. Zhou C., Zemanová L., Zamora G., Hilgetag C.C., and Kurths J. Hierarchical organization unveiled by functional connectivity in complex brain networks. Phys Rev Lett 97 (2006) 238103