Symbiotic relationship between brain structure and dynamics

BMC Neuroscience

Volumn 10, Issue , 2009, Pages

  Rubinov, Mikail ^a,b,c   Sporns, Olaf ^d   van Leeuwen, Cees ^e   Breakspear, Michael ^a,b,f  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b QIMR BERGHOFER MEDICAL RESEARCH INSTITUTE   (Australia)

^c CSIRO   (Australia)

^d INDIANA UNIVERSITY   (United States)

^e RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^f ROYAL BRISBANE AND WOMEN'S HOSPITAL   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BRAIN CORTEX; BRAIN FUNCTION; DYNAMICS; MATHEMATICAL MODEL; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NEUROANATOMY; SIMULATION; ANIMAL; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; HISTOLOGY; HUMAN; NERVE TRACT; NONLINEAR SYSTEM; PHYSIOLOGY; SYMBIOSIS;

ANIMALS; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; HUMANS; MODELS, NEUROLOGICAL; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEURONAL PLASTICITY; NONLINEAR DYNAMICS; SYMBIOSIS;

EID: 67649503007     PISSN: None     EISSN: 14712202     Source Type: Journal    
DOI: 10.1186/1471-2202-10-55     Document Type: Article

References (61)

1. Watts DJ Strogatz SH Collective dynamics of 'small-world' networks Nature 1998, 393:440-442. 10.1038/30918 9623998
2. Humphries MD Gurney K Prescott TJ The brainstem reticular formation is a small-world, not scale-free, network Proc Biol Sci 2006, 22:503-511. 10.1098/rspb.2005.3354
3. Sporns O Zwi JD The Small World of the Cerebral Cortex Neuroinformatics 2004, 2:145-162. 10.1385/NI:2:2:145 15319512
4. Hilgetag C Kaiser M Clustered Organization of Cortical Connectivity Neuroinformatics 2004, 2:353-60. 10.1385/NI:2:3:353 15365196
5. He Y Chen ZJ Evans AC Small-World Anatomical Networks in the Human Brain Revealed by Cortical Thickness from MRI Cereb Cortex 2007, 17:2407-19. 10.1093/cercor/bhl149 17204824
6. Chen ZJ He Y Rosa-Neto P Germann J Evans AC Revealing Modular Architecture of Human Brain Structural Networks by Using Cortical Thickness from MRI Cereb Cortex 2008, 18:2374-81. 10.1093/cercor/bhn003 18267952
7. Newman MEJ Modularity and community structure in networks Proc Natl Acad Sci USA 2006, 103:8577-82. 1482622 16723398 10.1073/pnas.0601602103
8. Tononi G Sporns O Edelman GM A measure for brain complexity: Relating functional segregation and integration in the nervous system Proc Natl Acad Sci USA 1994, 91:5033-5037. 43925 8197179 10.1073/pnas.91.11.5033
9. Achard S Bullmore E Efficiency and cost of economical brain functional networks PLoS Comput Biol 2007, 3:E17. 1794324 17274684 10.1371/ journal.pcbi.0030017
10. Bassett DS Meyer-Lindenberg A Achard S Duke T Bullmore E Adaptive reconfiguration of fractal small-world human brain functional networks Proc Natl Acad Sci U S A 2006, 103(51):19518-23. 17159150 17159150 1838565 10.1073/pnas.0606005103
11. Chklovskii DB Mel BW Svoboda K Cortical rewiring and information storage Nature 2004, 431:782-8. 10.1038/nature03012 15483599
12. Knott G Holtmaat A Dendritic spine plasticity - current understanding from in vivo studies Brain Res Rev 2008, 58:282-9. 10.1016/ j.brainresrev.2008.01.002 18353441
13. Butz M Wörgötter F van Ooyen Activity-dependent structural plasticity Brain Res Rev 2009, 60:287-305. 10.1016/ j.brainresrev.2008.12.023 19162072
14. Friston KJ Theoretical neurobiology and schizophrenia Br Med Bull 1996, 52:644-55. 8949263
15. Dantzker JL Callaway EM The development of local, layer-specific visual cortical axons in the absence of extrinsic influences and intrinsic activity J Neurosci 1998, 18:4145-54. 9592094
16. Penn AA Shatz CJ Brain waves and brain wiring: The role of endogenous and sensory-driven neural activity in development Pediatr Res 1999, 45:447-58. 10.1203/00006450-199904010-00001 10203134
17. Zhang LI Poo MM Electrical activity and development of neural circuits Nat Neurosci 2001, 4:1207-14. 10.1038/nn753 11687831
18. Hohnke CD Sur M Neural Activity and the Development of Brain Circuits Encyclopedia of Life Sciences London: Nature Publishing Group 2001.
19. Thivierge JP How does non-random spontaneous activity contribute to brain development? Neural Netw doi:10.1016/j.neunet.2009.01.001 19196491
20. Gong P van Leeuwen C Evolution to a small-world network with chaotic units Europhysics Lett 2004, 67:328-333. 10.1209/epl/i2003-10287-7
21. Berg van den D van Leeuwen C Adaptive rewiring in chaotic networks renders small-world connectivity with consistent clusters Europhysics Lett 2004, 65:459-464. 10.1209/epl/i2003-10116-1
22. Kwok HF Jurica P Raffone A Van Leeuwen C Robust emergence of small-world structure in networks of spiking neurons Cogn Neurodyn 2007, 1:39-51. 2288955 19003495 10.1007/s11571-006-9006-5
23. Zemanovaì L Zhou C Kurths J Structural and functional clusters of complex brain networks Physica D 2006, 1-2:202-212. 10.1016/ j.physd.2006.09.008
24. Zhou C Zemanova L Zamora G Hilgetag CC Kurths J Hierarchical Organization Unveiled by Functional Connectivity in Complex Brain Networks Phys Rev Lett 2006, 97:238103. 10.1103/PhysRevLett.97.238103 17280251
25. Honey C Kötter R Breakspear M Sporns O Network structure of cerebral cortex shapes functional connectivity on multiple time scales Proc Natl Acad Sci USA 2007, 104:10240-10245. 1891224 17548818 10.1073/ pnas.0701519104
26. Barabasi AL Albert R Emergence of scaling in random networks Science 1999, 286:509-12. 10.1126/science.286.5439.509 10521342
27. Kaiser M Hilgetag CC Modelling the development of cortical systems networks Neurocomputing 2004, 58-60:297-302. 10.1016/j.neucom.2004.01.059
28. Kaiser M Hilgetag CC Spatial growth of real-world networks Phys Rev E 2004, 69:36103. 10.1103/PhysRevE.69.036103
29. Boccaletti S Latora V Moreno Y Chavez M Hwang DU Complex networks: Structure and dynamics Phys Rep 2006, 424:175-308. 10.1016/ j.physrep.2005.10.009
30. Sporns O Tononi G Edelman GM Theoretical neuroanatomy: Relating anatomical and functional connectivity in graphs and cortical connection matrices Cereb Cortex 2000, 10:127-41. 10.1093/cercor/10.2.127 10667981
31. Wilson HR Spikes, Decisions, and Actions: The Dynamical Foundations of Neuroscience Oxford, UK: Oxford University Press 1999.
32. Larter R Speelman B Worth RM A coupled ordinary differential equation lattice model for the simulation of epileptic seizures Chaos 1999, 9:795-804. 10.1063/1.166453 12779875
33. Breakspear M Terry JR Friston KJ Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics Network 2003, 14:703-32. 14653499
34. Fox MD Snyder AZ Vincent JL Corbetta M Van Essen DC Raichle ME The human brain is intrinsically organized into dynamic, anticorrelated functional networks Proc Natl Acad Sci USA 2005, 102:9673-8. 1157105 15976020 10.1073/pnas.0504136102
35. Boccaletti S Kurths J Osipov G Valladares DL Zhou CS The synchronization of chaotic systems Phys Rep 2002, 366:1-101. 10.1016/ S0370-1573(02)00137-0
36. Abbott LF Nelson SB Synaptic plasticity: Taming the beast Nat Neurosci 2000, 3:1178-83. 10.1038/81453 11127835
37. Collet P Eckmann JP Iterated Maps on the Interval As Dynamical Systems Basel; Boston: Birkhäuser 1980.
38. van Strien SJ Smooth Dynamics on the Interval: (with an Emphasis on Unimodal Maps) Delft: Delft University of Technology Press 1987.
39. Rulkov NF Regularization of synchronized chaotic bursts Phys Rev Lett 2001, 86:183-6. 10.1103/PhysRevLett.86.183 11136124
40. Ibarz B Cao H Sanjuán MA Bursting regimes in map-based neuron models coupled through fast threshold modulation Phys Rev E 2008, 77:51918. 10.1103/PhysRevE.77.051918
41. Achard S Salvador R Whitcher B Suckling J Bullmore E A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs J Neurosci 2006, 26:63-72. 10.1523/ JNEUROSCI.3874-05.2006 16399673
42. Horwitz B The elusive concept of brain connectivity NeuroImage 2003, 19:466-70. 10.1016/S1053-8119(03)00112-5 12814595
43. Stephan KE Riera JJ Deco G Horwitz B The Brain Connectivity Workshops: moving the frontiers of computational systems neuroscience NeuroImage 2008, 42:1-9. 2574909 18511300 10.1016/j.neuroimage.2008.04.167
44. Fair DA Cohen AL Dosenbach NU Church JA Miezin FM Barch DM Raichle ME Petersen SE Schlaggar BL The maturing architecture of the brain's default network Proc Natl Acad Sci USA 2008, 105:4028-32. 2268790 18322013 10.1073/pnas.0800376105
45. Sporns O Honey CJ Kötter R Identification and Classification of Hubs in Brain Networks PloS ONE 2007, 2:E1049. 2013941 17940613 10.1371/ journal.pone.0001049
46. Faisal AA Selen LP Wolpert DM Noise in the nervous system Nat Rev Neurosci 2008, 9:292-303. 2631351 18319728 10.1038/nrn2258
47. Fourcaud N Brunel N Dynamics of the firing probability of noisy integrate-and-fire neurons Neural Comput 2002, 14:2057-110. 10.1162/ 089976602320264015 12184844
48. Fusi S Drew PJ Abbott LF Cascade models of synaptically stored memories Neuron 2005, 45:599-611. 10.1016/j.neuron.2005.02.001 15721245
49. Stam CJ Functional connectivity patterns of human magnetoencephalographic recordings: A 'small-world' network? Neurosci Lett 2004, 355:25-28. 10.1016/j.neulet.2003.10.063 14729226
50. Micheloyannis S Pachou E Stam CJ Vourkas M Erimaki S Tsirka V Using graph theoretical analysis of multi channel EEG to evaluate the neural efficiency hypothesis Neurosci Lett 2006, 402:273-7. 10.1016/ j.neulet.2006.04.006 16678344
51. Friston KJ Functional and effective connectivity in neuroimaging: A synthesis Hum Brain Mapp 1994, 2:56-78. 10.1002/hbm.460020107
52. Breakspear M Perception of odors by a nonlinear model of the olfactory bulb Int J Neural Syst 2001, 11:101-24. 14632166
53. Turrigiano GG Nelson SB Homeostatic plasticity in the developing nervous system Nat Rev Neurosci 2004, 5:97-107. 10.1038/nrn1327 14735113
54. Fagiolo G Clustering in Complex Directed Networks Phys Rev E 2006, 76:026107. 10.1103/PhysRevE.76.026107
55. Freeman LC Centrality in social networks: Conceptual clarification Soc Netw 1979, 1:215-239. 10.1016/0378-8733(78)90021-7
56. Marchiori M Latora V Harmony in the small-world Physica A 2000, 285:539-546. 10.1016/S0378-4371(00)00311-3
57. Maslov S Sneppen K Specificity and stability in topology of protein networks Science 2002, 296:910-913. 10.1126/science.1065103 11988575
58. Leicht EA Newman MEJ Community structure in directed networks Phys Rev Lett 2008, 100:118703. 10.1103/PhysRevLett.100.118703 18517839
59. Guimerà R Amaral LA Cartography of complex networks: Modules and universal roles J Stat Mech 2005, 2:P02001. 10.1088/1742-5468/2005/02/ P02001
60. Thadakamalla HP Albert R Kumara SR Search in weighted complex networks Phys Rev E 2005, 72. 066128 10.1103/PhysRevE.72.066128
61. Grassberger P Procaccia I Measuring the strangeness of strange attractors Physica D 1983, 9:189-208. 10.1016/0167-2789(83)90298-1