On how network architecture determines the dominant patterns of spontaneous neural activity

PLoS ONE

Volumn 3, Issue 5, 2008, Pages

  Galán, Roberto F ^a  

^a CASE WESTERN RESERVE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CALCULATION; COMPUTER SIMULATION; MAMMAL; MATHEMATICAL MODEL; NEOCORTEX; NERVE CELL NETWORK; NONHUMAN; PRIMATE; PRINCIPAL COMPONENT ANALYSIS; SYNAPTIC TRANSMISSION; NERVE CELL; NERVOUS SYSTEM FUNCTION; PHYSIOLOGY;

MAMMALIA; PRIMATES;

NERVE NET; NERVOUS SYSTEM PHYSIOLOGY; NEURONS;

EID: 47749114203     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0002148     Document Type: Article

References (39)

1. Cossart R, Ikegaya Y, Yuste R (2005) Calcium imaging of cortical networks dynamics. Cell Calcium 37: 451-457.
2. Froemke RC, Kumar VS, Czkwianianc P, Yuste R (2002) Analysis of multineuronal activation patterns from calcium-imaging experiments in brain slices. Trends Cardiovasc Med 12: 247-252.
3. Mao BQ, Hamzei-Sichani F, Aronov D, Froemke RC, Yuste R (2001) Dynamics of spontaneous activity in neocortical slices. Neuron 32: 883-898.
4. Cossart R, Aronov D, Yuste R (2003) Attractor dynamics of network UP states in the neocortex. Nature 423: 283-288.
5. Tsodyks M, Kenet T, Grinvald A, Arieli A (1999) Linking spontaneous activity of single cortical neurons and the underlying functional architecture. Science 286: 1943-1946.
6. Kenet T, Bibitchkov D, Tsodyks M, Grinvald A, Arieli A (2003) Spontaneously emerging cortical representations of visual attributes. Nature 425: 954-956.
7. Galán RF, Weidert M, Menzel R, Herz AV, Galizia CG (2006) Sensory memory for odors is encoded in spontaneous correlated activity between olfactory glomeruli. Neural Comput 18: 10-25.
8. Ikegaya Y, Aaron G, Cossart R, Aronov D, Lampl I, et al. (2004) Synfire chains and cortical songs: temporal modules of cortical activity. Science 304: 559-564.
9. Mokeichev A, Okun M, Barak O, Katz Y, Ben-Shahar O, et al. (2007) Stochastic emergence of repeating cortical motifs in spontaneous membrane potential fluctuations in vivo. Neuron 53: 413-425.
10. Luczak A, Bartho P, Marguet SL, Buzsaki G, Harris KD (2007) Sequential structure of neocortical spontaneous activity in vivo. Proc Natl Acad Sci U S A 104: 347-352.
11. Sporns O, Tononi G, Edelman GM (2000) Theoretical neuroanatomy: relating anatomical and functional connectivity in graphs and cortical connection matrices. Cereb Cortex 10: 127-141.
12. Sporns O, Tononi G, Edelman GM (2000) Connectivity and complexity: the relationship between neuroanatomy and brain dynamics. Neural Netw 13: 909-922.
13. Sporns O, Kotter R (2004) Motifs in brain networks. PLoS Biol 2: e369.
14. Zemanova L, Zhou C, Kurths J (2006) Structural and functional clusters of complex brain networks. Physica D 224: 202-212.
15. Zhou C, Zemanova L, Zamora G, Hilgetag CC, Kurths J (2006) Hierarchical organization unveiled by functional connectivity in complex brain networks. Phys Rev Lett 97: 238103.
16. Honey CJ, Kotter R, Breakspear M, Sporns O (2007) Network structure of cerebral cortex shapes functional connectivity on multiple time scales. Proc Natl Acad Sci U S A 104: 10240-10245.
17. Lund JS, Yoshioka T, Levitt JB (1993) Comparison of intrinsic connectivity in different areas of macaque monkey cerebral cortex. Cereb Cortex 3: 148-162.
18. Laing CR, Troy WC, Gutkin B, Ermentrout GB (2002) Multiple bumps in a neuronal model of working memory. Siam Journal on Applied Mathematics 63: 62-97.
19. Wilson HR, Cowan JD (1973) A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetik 13: 55-80.
20. Hoppensteadt FC, Izhikevich EM (1997) Weakly Connected Neural Networks. New York: Springer-Verlag.
21. Steuer R, Kurths J, Fiehn O, Weckwerth W (2003) Interpreting correlations in metabolomic networks. Biochem Soc Trans 31: 1476-1478.
22. Steuer R, Kurths J, Fiehn O, Weckwerth W (2003) Observing and interpreting correlations in metabolomic networks. Bioinformatics 19: 1019-1026.
23. Haken H (1983) Advanced Synergetics: Instability Hierarchies of Self-Organizing Systems and Devices. Springer Verlag.
24. Honerkamp J (1998) Stochastische Dynamische Systeme. Konzepte, numerische Methoden, Datenanalysen. Wiley-VCH.
25. Hopfield JJ (1982) Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci U S A 79: 2554-2558.
26. Rummelhart DE, McClelland JL (1986) Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Volume 1: Foundations. MIT Press.
27. Rummelhart DE, McClelland JL (1987) Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Volume 2: Psychological and Biological Models. MIT Press.
28. Haken H (1991) Synergetic Computers and Cognition. Springer Verlag.
29. Hertz JA, Palmer RG, Krogh AS (1991) Introduction to the Theory of Neural Computation. Westview Press.
30. Miyashita Y, Chang HS (1988) Neuronal correlate of pictorial short-term memory in the primate temporal cortex. Nature 331: 68-70.
31. Miyashita Y (1988) Neuronal correlate of visual associative long-term memory in the primate temporal cortex. Nature 335: 817-820.
32. Galán RF, Sachse S, Galizia CG, Herz AVM (2004) Odor-driven attractor dynamics in the antennal lobe allow for simple and rapid olfactory pattern classification. Neural Comput 16: 999-1012.
33. Mazor O, Laurent G (2005) Transient dynamics versus fixed points in odor representations by locust antennal lobe projection neurons. Neuron 48: 661-673.
34. White LE, Coppola DM, Fitzpatrick D (2001) The contribution of sensory experience to the maturation of orientation selectivity in ferret visual cortex. Nature 411: 1049-1052.
35. Schiff SJ, Huang X, Wu JY (2007) Dynamical evolution of spatiotemporal patterns in mammalian middle cortex. Phys Rev Lett 98: 178102.
36. Lennie P (2003) The cost of cortical computation. Curr Biol 13: 493-497.
37. Priestley MB (2001) Spectral Analysis and Time Series. Academic Press.
38. Neumaier A, Schneider T (2001) Estimation of parameters and eigenmodes of multivariate autoregressive models. Acm Transactions on Mathematical Software 27: 27-57.
39. Schiff SJ, Sauer T, Kumar R, Weinstein SL (2005) Neuronal spatiotemporal pattern discrimination: the dynamical evolution of seizures. Neuroimage 28: 1043-1055.