메뉴 건너뛰기




Volumn 73, Issue 2, 2011, Pages 325-343

Neural Population Modes Capture Biologically Realistic Large Scale Network Dynamics

Author keywords

Dimension reduction; Heterogeneous coupling; Network dynamics; Neural population; Neuron model; Parameter dispersion; Time delay

Indexed keywords

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; DEGENERATIVE DISEASE; ELECTROPHYSIOLOGY; HUMAN; NERVE CELL; NERVE CELL INHIBITION; NERVE CELL NETWORK; NERVE TRACT; PATHOPHYSIOLOGY; PHYSIOLOGY; SYNAPTIC TRANSMISSION;

EID: 79952107080     PISSN: 00928240     EISSN: 15229602     Source Type: Journal    
DOI: 10.1007/s11538-010-9573-9     Document Type: Article
Times cited : (24)

References (52)
  • 1
    • 0016640311 scopus 로고
    • Homogeneous nets of neuron-like elements
    • Amari, S. (1975). Homogeneous nets of neuron-like elements. Biol. Cybern., 17, 211-220.
    • (1975) Biol. Cybern. , vol.17 , pp. 211-220
    • Amari, S.1
  • 2
    • 0017713690 scopus 로고
    • Dynamics of pattern formation in lateral-inhibition type neural fields
    • Amari, S. (1977). Dynamics of pattern formation in lateral-inhibition type neural fields. Biol. Cybern., 27, 77-87.
    • (1977) Biol. Cybern. , vol.27 , pp. 77-87
    • Amari, S.1
  • 3
    • 18144421246 scopus 로고    scopus 로고
    • Synchrony and clustering in heterogeneous networks with global coupling and parameter dispersion
    • 018106
    • Assisi, C. G., Jirsa, V. K., & Kelso, J. A. S. (2005). Synchrony and clustering in heterogeneous networks with global coupling and parameter dispersion. Phys. Rev. Lett., 94(1), 018106.
    • (2005) Phys. Rev. Lett. , vol.94 , Issue.1
    • Assisi, C.G.1    Jirsa, V.K.2    Kelso, J.A.S.3
  • 4
    • 0002552571 scopus 로고
    • Properties of a mass of cells capable of regenerating pulses
    • Beurle, R. (1956). Properties of a mass of cells capable of regenerating pulses. Philos. Trans. R. Soc. Lond. B, Biol. Sci., 240, 55-94.
    • (1956) Philos. Trans. R. Soc. Lond. B, Biol. Sci. , vol.240 , pp. 55-94
    • Beurle, R.1
  • 5
  • 6
    • 34548125774 scopus 로고    scopus 로고
    • Neural dynamics and brain connectivity
    • New York: Springer
    • Breakspear, M., & Jirsa, V. K. (2007). Neural dynamics and brain connectivity. In Handbook of brain connectivity (pp. 3-64). New York: Springer.
    • (2007) Handbook of Brain Connectivity , pp. 3-64
    • Breakspear, M.1    Jirsa, V.K.2
  • 7
    • 0036005344 scopus 로고    scopus 로고
    • Understanding cognition through large-scale cortical networks
    • Bressler, S. L. (2002). Understanding cognition through large-scale cortical networks. Curr. Dir. Psychol. Sci., 11, 58-61.
    • (2002) Curr. Dir. Psychol. Sci. , vol.11 , pp. 58-61
    • Bressler, S.L.1
  • 8
    • 0035151232 scopus 로고    scopus 로고
    • Cortical coordination dynamics and cognition
    • Bressler, S. L., & Kelso, J. A. S. (2001). Cortical coordination dynamics and cognition. Trends Cogn. Sci., 5(1), 26-36.
    • (2001) Trends Cogn. Sci. , vol.5 , Issue.1 , pp. 26-36
    • Bressler, S.L.1    Kelso, J.A.S.2
  • 9
    • 34548534069 scopus 로고    scopus 로고
    • Unrest at rest: default activity and spontaneous network correlations
    • discussion 1097-1099
    • Buckner, R. L., & Vincent, J. L. (2007). Unrest at rest: default activity and spontaneous network correlations. NeuroImage, 37(4), 1091-1096; discussion 1097-1099. http://dx. doi. org/10. 1016/j. neuroimage. 2007. 01. 010.
    • (2007) NeuroImage , vol.37 , Issue.4 , pp. 1091-1096
    • Buckner, R.L.1    Vincent, J.L.2
  • 10
    • 50949089019 scopus 로고    scopus 로고
    • The dynamic brain: from spiking neurons to neural masses and cortical fields
    • e1000092
    • Deco, G., Jirsa, V. K., Robinson, P. A., Breakspear, M., & Friston, K. J. (2008). The dynamic brain: from spiking neurons to neural masses and cortical fields. PLoS Comput. Biol., 4(8), e1000092. http://dx. doi. org/10. 1371/journal. pcbi. 1000092.
    • (2008) PLoS Comput. Biol. , vol.4 , Issue.8
    • Deco, G.1    Jirsa, V.K.2    Robinson, P.A.3    Breakspear, M.4    Friston, K.J.5
  • 11
    • 67649886440 scopus 로고    scopus 로고
    • The key role of coupling, delay and noise in resting brain fluctuations
    • Deco, G., Jirsa, V., Sporn, O., McIntosh, A., & Kötter, R. (2009). The key role of coupling, delay and noise in resting brain fluctuations. Proc. Natl. Acad. Sci. USA, 106, 10302-10307.
    • (2009) Proc. Natl. Acad. Sci. USA , vol.106 , pp. 10302-10307
    • Deco, G.1    Jirsa, V.2    Sporn, O.3    McIntosh, A.4    Kötter, R.5
  • 12
    • 53349102813 scopus 로고
    • Impulses and physiolagical states in theoretical models of nerve membrane
    • FitzHugh, R. (1961). Impulses and physiolagical states in theoretical models of nerve membrane. Biophys. J., 1, 445-466.
    • (1961) Biophys. J. , vol.1 , pp. 445-466
    • Fitzhugh, R.1
  • 13
    • 67349102020 scopus 로고    scopus 로고
    • Combining fmri with eeg and meg in order to relate patterns of brain activity to cognition
    • Freeman, W. J., Ahlfors, S. P., & Menon, V. (2009). Combining fmri with eeg and meg in order to relate patterns of brain activity to cognition. Int. J. Psychophysiol., 73(1), 43-52. http://dx. doi. org/10. 1016/j. ijpsycho. 2008. 12. 019.
    • (2009) Int. J. Psychophysiol. , vol.73 , Issue.1 , pp. 43-52
    • Freeman, W.J.1    Ahlfors, S.P.2    Menon, V.3
  • 14
    • 0035409517 scopus 로고    scopus 로고
    • Generative models, brain function and neuroimaging
    • Friston, K. J., & Price, C. J. (2001). Generative models, brain function and neuroimaging. Scand. J. Psychol., 42(3), 167-177.
    • (2001) Scand. J. Psychol. , vol.42 , Issue.3 , pp. 167-177
    • Friston, K.J.1    Price, C.J.2
  • 15
    • 48349131365 scopus 로고    scopus 로고
    • The electrical coupling confers to a network of interneurons the ability of transmitting excitatory inputs with high temporal precision
    • Garbo, A. D. (2008). The electrical coupling confers to a network of interneurons the ability of transmitting excitatory inputs with high temporal precision. Brain Res., 1225, 47-56. http://dx. doi. org/10. 1016/j. brainres. 2008. 05. 021.
    • (2008) Brain Res. , vol.1225 , pp. 47-56
    • Garbo, A.D.1
  • 16
    • 45449095668 scopus 로고    scopus 로고
    • Cortical network dynamics with time delays reveals functional connectivity in the resting brain
    • Ghosh, A., Rho, Y., McIntosh, A. R., Kötter, R., & Jirsa, V. K. (2008). Cortical network dynamics with time delays reveals functional connectivity in the resting brain. Cogn. Neurodyn., 2, 115-120. http://dx. doi. org/10. 1007/s11571-008-9044-2.
    • (2008) Cogn. Neurodyn. , vol.2 , pp. 115-120
    • Ghosh, A.1    Rho, Y.2    McIntosh, A.R.3    Kötter, R.4    Jirsa, V.K.5
  • 17
    • 0037422586 scopus 로고    scopus 로고
    • Functional connectivity in the resting brain: a network analysis of the default mode hypothesis
    • Greicius, M. D., Krasnow, B., Reiss, A. L., & Menon, V. (2003). Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. USA, 100(1), 253-258. http://dx. doi. org/10. 1073/pnas. 0135058100.
    • (2003) Proc. Natl. Acad. Sci. USA , vol.100 , Issue.1 , pp. 253-258
    • Greicius, M.D.1    Krasnow, B.2    Reiss, A.L.3    Menon, V.4
  • 19
    • 34250833203 scopus 로고    scopus 로고
    • Pathological synchronization in Parkinson's disease: networks, models and treatments
    • Hammond, C., Bergman, H., & Brown, P. (2007). Pathological synchronization in Parkinson's disease: networks, models and treatments. Trends Neurosci., 30(7), 357-364. http://dx. doi. org/10. 1016/j. tins. 2007. 05. 004.
    • (2007) Trends Neurosci. , vol.30 , Issue.7 , pp. 357-364
    • Hammond, C.1    Bergman, H.2    Brown, P.3
  • 20
    • 54149106730 scopus 로고    scopus 로고
    • Motor planning, imagery, and execution in the distributed motor network: a time-course study with functional mri
    • Hanakawa, T., Dimyan, M. A., & Hallett, M. (2008). Motor planning, imagery, and execution in the distributed motor network: a time-course study with functional mri. Cereb. Cortex, 18(12), 2775-2788. http://dx. doi. org/10. 1093/cercor/bhn036.
    • (2008) Cereb. Cortex , vol.18 , Issue.12 , pp. 2775-2788
    • Hanakawa, T.1    Dimyan, M.A.2    Hallett, M.3
  • 22
    • 34547219105 scopus 로고    scopus 로고
    • Network structure of cerebral cortex shapes functional connectivity on multiple time scales
    • Honey, C. J., Kötter, R., Breakspear, M., & Sporns, O. (2007). Network structure of cerebral cortex shapes functional connectivity on multiple time scales. Proc. Natl. Acad. Sci. USA, 104(24), 10240-10245. http://dx. doi. org/10. 1073/pnas. 0701519104.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , Issue.24 , pp. 10240-10245
    • Honey, C.J.1    Kötter, R.2    Breakspear, M.3    Sporns, O.4
  • 23
    • 0033027506 scopus 로고    scopus 로고
    • Neural modeling, functional brain imaging, and cognition
    • Horwitz, B., Tagamets, M. A., & McIntosh, A. R. (1999). Neural modeling, functional brain imaging, and cognition. Trends Cogn. Sci., 3(3), 91-98.
    • (1999) Trends Cogn. Sci. , vol.3 , Issue.3 , pp. 91-98
    • Horwitz, B.1    Tagamets, M.A.2    McIntosh, A.R.3
  • 24
    • 70350433252 scopus 로고    scopus 로고
    • Coordination dynamics of large-scale neural circuitry underlying rhythmic sensorimotor behavior
    • Jantzen, K. J., Steinberg, F. L., & Kelso, J. A. S. (2008). Coordination dynamics of large-scale neural circuitry underlying rhythmic sensorimotor behavior. J. Cogn. Neurosci., 12, 1-14. http://dx. doi. org/10. 1162/jocn. 2008. 21182.
    • (2008) J. Cogn. Neurosci. , vol.12 , pp. 1-14
    • Jantzen, K.J.1    Steinberg, F.L.2    Kelso, J.A.S.3
  • 25
    • 6344291300 scopus 로고    scopus 로고
    • Connectivity and dynamics of neural information processing
    • Jirsa, V. K. (2004). Connectivity and dynamics of neural information processing. Neuroinformatics, 2, 183-204. http://dx. doi. org/10. 1385/NI: 2: 2: 183.
    • (2004) Neuroinformatics , vol.2 , pp. 183-204
    • Jirsa, V.K.1
  • 26
    • 60749088631 scopus 로고    scopus 로고
    • Neural field dynamics with local and global connectivity and time delay
    • Jirsa, V. K. (2009). Neural field dynamics with local and global connectivity and time delay. Philos. Trans. R. Soc. A, 367, 1131-1143.
    • (2009) Philos. Trans. R. Soc. A , vol.367 , pp. 1131-1143
    • Jirsa, V.K.1
  • 27
    • 0000456175 scopus 로고    scopus 로고
    • Field theory of electromagnetic brain activity
    • Jirsa, V., & Haken, H. (1996). Field theory of electromagnetic brain activity. Phys. Rev. Lett., 77, 960-963.
    • (1996) Phys. Rev. Lett. , vol.77 , pp. 960-963
    • Jirsa, V.1    Haken, H.2
  • 28
    • 0030786828 scopus 로고    scopus 로고
    • A derivation of a macroscopic field theory of the brain from the quasi-microscopic neural dynamics
    • Jirsa, V. K., & Haken, H. (1997). A derivation of a macroscopic field theory of the brain from the quasi-microscopic neural dynamics. Physica D, 99, 503-526.
    • (1997) Physica D , vol.99 , pp. 503-526
    • Jirsa, V.K.1    Haken, H.2
  • 29
    • 0032533056 scopus 로고    scopus 로고
    • Connecting cortical and behavioral dynamics: bimanual coordination
    • Jirsa, V. K., Fuchs, A., & Kelso, J. A. S. (1998). Connecting cortical and behavioral dynamics: bimanual coordination. Neural Comput., 10(8), 2019-2045.
    • (1998) Neural Comput. , vol.10 , Issue.8 , pp. 2019-2045
    • Jirsa, V.K.1    Fuchs, A.2    Kelso, J.A.S.3
  • 30
    • 0031820947 scopus 로고    scopus 로고
    • Anatomical congruence of metabolic and electromagnetic activation signals during a self-paced motor task: a combined pet-meg study
    • Joliot, M., Crivello, F., Badier, J. M., Diallo, B., Tzourio, N., & Mazoyer, B. (1998). Anatomical congruence of metabolic and electromagnetic activation signals during a self-paced motor task: a combined pet-meg study. NeuroImage, 7(4), 337-351. http://dx. doi. org/10. 1006/nimg. 1998. 0333.
    • (1998) NeuroImage , vol.7 , Issue.4 , pp. 337-351
    • Joliot, M.1    Crivello, F.2    Badier, J.M.3    Diallo, B.4    Tzourio, N.5    Mazoyer, B.6
  • 32
    • 38849141729 scopus 로고    scopus 로고
    • Periodically-forced finite networks of heterogeneous globally-coupled oscillators: a low-dimensional approach
    • Laing, C. R., & Kevrekidis, I. G. (2008). Periodically-forced finite networks of heterogeneous globally-coupled oscillators: a low-dimensional approach. Physica D, Nonlinear Phenom., 237, 207-215.
    • (2008) Physica D, Nonlinear Phenom. , vol.237 , pp. 207-215
    • Laing, C.R.1    Kevrekidis, I.G.2
  • 33
    • 77949828718 scopus 로고    scopus 로고
    • Local dynamics of gap-junction-coupled interneuron networks
    • Lau, T., Gage, G. J., Berke, J. D., & Zochowski, M. (2010). Local dynamics of gap-junction-coupled interneuron networks. Phys. Biol., 7, 16015. http://dx. doi. org/10. 1088/1478-3975/7/1/016015.
    • (2010) Phys. Biol. , vol.7 , pp. 16015
    • Lau, T.1    Gage, G.J.2    Berke, J.D.3    Zochowski, M.4
  • 34
    • 0033182750 scopus 로고    scopus 로고
    • Mapping cognition to the brain through neural interactions
    • McIntosh, A. (1999). Mapping cognition to the brain through neural interactions. Memory, 7, 523-548.
    • (1999) Memory , vol.7 , pp. 523-548
    • McIntosh, A.1
  • 35
    • 0034324960 scopus 로고    scopus 로고
    • Towards a network theory of cognition
    • McIntosh, A. R. (2000). Towards a network theory of cognition. Neural Netw., 13(8-9), 861-870.
    • (2000) Neural Netw. , vol.13 , Issue.8-9 , pp. 861-870
    • McIntosh, A.R.1
  • 36
    • 6344238035 scopus 로고
    • An active pulse transmission line simulating nerve axon
    • Nagumo, J., Arimoto, S., & Yoshizawa, S. (1962). An active pulse transmission line simulating nerve axon. Proc. IRE, 50(10), 2061-2070.
    • (1962) Proc. IRE , vol.50 , Issue.10 , pp. 2061-2070
    • Nagumo, J.1    Arimoto, S.2    Yoshizawa, S.3
  • 37
    • 0016251737 scopus 로고
    • The brain wave equation: a model for eeg
    • Nunez, P. L. (1974). The brain wave equation: a model for eeg. Math. Biosci., 21, 279-297.
    • (1974) Math. Biosci. , vol.21 , pp. 279-297
    • Nunez, P.L.1
  • 38
    • 0033828351 scopus 로고    scopus 로고
    • Toward a quantitative description of large-scale neocortical dynamic function and eeg
    • discussion 399-437
    • Nunez, P. L. (2000). Toward a quantitative description of large-scale neocortical dynamic function and eeg. Behav. Brain Sci., 23(3), 371-398; discussion 399-437.
    • (2000) Behav. Brain Sci. , vol.23 , Issue.3 , pp. 371-398
    • Nunez, P.L.1
  • 40
    • 34547270480 scopus 로고    scopus 로고
    • Neural field dynamics with heterogeneous connection topology
    • 238102
    • Qubbaj, M. R., & Jirsa, V. K. (2007). Neural field dynamics with heterogeneous connection topology. Phys. Rev. Lett., 98(23), 238102.
    • (2007) Phys. Rev. Lett. , vol.98 , Issue.23
    • Qubbaj, M.R.1    Jirsa, V.K.2
  • 41
    • 70350575242 scopus 로고    scopus 로고
    • Neural field dynamics under variation of local and global connectivity and finite transmission speed
    • Qubbaj, M., & Jirsa, V. (2009). Neural field dynamics under variation of local and global connectivity and finite transmission speed. Physica D, 238, 2331-2346.
    • (2009) Physica D , vol.238 , pp. 2331-2346
    • Qubbaj, M.1    Jirsa, V.2
  • 42
    • 44349183017 scopus 로고    scopus 로고
    • Transient cognitive dynamics, metastability, and decision making
    • e1000072
    • Rabinovich, M. I., Huerta, R., Varona, P., & Afraimovich, V. S. (2008). Transient cognitive dynamics, metastability, and decision making. PLoS Comput. Biol., 4(5), e1000072. http://dx. doi. org/10. 1371/journal. pcbi. 1000072.
    • (2008) PLoS Comput. Biol. , vol.4 , Issue.5
    • Rabinovich, M.I.1    Huerta, R.2    Varona, P.3    Afraimovich, V.S.4
  • 43
    • 0034616967 scopus 로고    scopus 로고
    • Mechanisms of cortical electrical activity and emergence of gamma rhythm
    • Rennie, C. J., Wright, J. J., & Robinson, P. A. (2000). Mechanisms of cortical electrical activity and emergence of gamma rhythm. J. Theor. Biol., 205(1), 17-35. http://dx. doi. org/10. 1006/jtbi. 2000. 2040.
    • (2000) J. Theor. Biol. , vol.205 , Issue.1 , pp. 17-35
    • Rennie, C.J.1    Wright, J.J.2    Robinson, P.A.3
  • 44
    • 33751377417 scopus 로고    scopus 로고
    • Basal ganglia oscillations and pathophysiology of movement disorders
    • Rivlin-Etzion, M., Marmor, O., Heimer, G., Raz, A., Nini, A., & Bergman, H. (2006). Basal ganglia oscillations and pathophysiology of movement disorders. Curr. Opin. Neurobiol., 16(6), 629-637. http://dx. doi. org/10. 1016/j. conb. 2006. 10. 002.
    • (2006) Curr. Opin. Neurobiol. , vol.16 , Issue.6 , pp. 629-637
    • Rivlin-Etzion, M.1    Marmor, O.2    Heimer, G.3    Raz, A.4    Nini, A.5    Bergman, H.6
  • 46
    • 0344687363 scopus 로고    scopus 로고
    • Synchronous cortical oscillatory activity during motor action
    • Salenius, S., & Hari, R. (2003). Synchronous cortical oscillatory activity during motor action. Curr. Opin. Neurobiol., 13(6), 678-684.
    • (2003) Curr. Opin. Neurobiol. , vol.13 , Issue.6 , pp. 678-684
    • Salenius, S.1    Hari, R.2
  • 47
    • 0034322846 scopus 로고    scopus 로고
    • Connectivity and complexity: the relationship between neuroanatomy and brain dynamics
    • Sporns, O., Tononi, G., & Edelman, G. M. (2000). Connectivity and complexity: the relationship between neuroanatomy and brain dynamics. Neural Netw., 13(8-9), 909-922.
    • (2000) Neural Netw. , vol.13 , Issue.8-9 , pp. 909-922
    • Sporns, O.1    Tononi, G.2    Edelman, G.M.3
  • 48
    • 57149111292 scopus 로고    scopus 로고
    • A low dimensional description of globally coupled heterogeneous neural networks of excitatory and inhibitory neurons
    • e1000219
    • Stefanescu, R. A., & Jirsa, V. K. (2008). A low dimensional description of globally coupled heterogeneous neural networks of excitatory and inhibitory neurons. PLoS Comput. Biol., 4(11), e1000219. http://dx. doi. org/10. 1371/journal. pcbi. 1000219.
    • (2008) PLoS Comput. Biol. , vol.4 , Issue.11
    • Stefanescu, R.A.1    Jirsa, V.K.2
  • 49
    • 33749081115 scopus 로고    scopus 로고
    • Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology
    • Uhlhaas, P. J., & Singer, W. (2006). Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology. Neuron, 52(1), 155-168. http://dx. doi. org/10. 1016/j. neuron. 2006. 09. 020.
    • (2006) Neuron , vol.52 , Issue.1 , pp. 155-168
    • Uhlhaas, P.J.1    Singer, W.2
  • 50
    • 0035318822 scopus 로고    scopus 로고
    • The brainweb: phase synchronization and large-scale integration
    • Varela, F., Lachaux, J. P., Rodriguez, E., & Martinerie, J. (2001). The brainweb: phase synchronization and large-scale integration. Nat. Rev., Neurosci., 2(4), 229-239. http://dx. doi. org/10. 1038/35067550.
    • (2001) Nat. Rev., Neurosci. , vol.2 , Issue.4 , pp. 229-239
    • Varela, F.1    Lachaux, J.P.2    Rodriguez, E.3    Martinerie, J.4
  • 51
    • 0015260274 scopus 로고
    • Excitatory and inhibitory interactions in localized populations of model neurons
    • Wilson, H. R., & Cowan, J. D. (1972). Excitatory and inhibitory interactions in localized populations of model neurons. Biophys. J., 12(1), 1-24. http://dx. doi. org/10. 1016/S0006-3495(72)86068-5.
    • (1972) Biophys. J. , vol.12 , Issue.1 , pp. 1-24
    • Wilson, H.R.1    Cowan, J.D.2
  • 52
    • 0015868589 scopus 로고
    • A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue
    • Wilson, H. R., & Cowan, J. D. (1973). A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue. Kybernetik, 13(2), 55-80.
    • (1973) Kybernetik , vol.13 , Issue.2 , pp. 55-80
    • Wilson, H.R.1    Cowan, J.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.