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Volumn , Issue , 2013, Pages 317-320

Inference of functional connectivity in Neurosciences via Hawkes processes

Author keywords

[No Author keywords available]

Indexed keywords

FUNCTIONAL CONNECTIVITY; LASSO METHOD; MULTIVARIATE COUNTING PROCESS; SPIKE TRAIN;

EID: 84897690876     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GlobalSIP.2013.6736879     Document Type: Conference Paper
Times cited : (83)

References (13)
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    • Bernoulli
    • Hansen, N.R.1    Reynaud-Bouret, P.2    Rivoirard, V.3
  • 2
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    • Unitary events analysis
    • Grün, S., & Rotter, S., Springer Series in Computational Neuroscience
    • S. Grün, M. Diesmann, A. M. Aertsen, "Unitary Events Analysis. ", In Analysis of Parallel Spike Trains, Grün, S., & Rotter, S., Springer Series in Computational Neuroscience, 2010.
    • (2010) Analysis of Parallel Spike Trains
    • Grün, S.1    Diesmann, M.2    Aertsen, A.M.3
  • 3
    • 37849044185 scopus 로고    scopus 로고
    • Graphical models for marked point processes based on local independence
    • V. Didelez, "Graphical models for marked point processes based on local independence. "Journal of the Royal Statistical Society, Series B, vol. 70, pp. 245-264, 2008.
    • (2008) Journal of the Royal Statistical Society, Series B , vol.70 , pp. 245-264
    • Didelez, V.1
  • 5
    • 0030352915 scopus 로고    scopus 로고
    • Stability of nonlinear Hawkes processes
    • P. Brémaud, L. Massoulíe, "Stability of nonlinear Hawkes processes. ", Ann. Prob., vol. 24(3), pp. 1563-1588, 1996.
    • (1996) Ann. Prob. , vol.24 , Issue.3 , pp. 1563-1588
    • Brémaud, P.1    Massoulíe, L.2
  • 6
    • 51249182322 scopus 로고
    • Maximum likelihood estimation of Hawkes' self-exciting point processes
    • T. Ozaki, "Maximum likelihood estimation of Hawkes' self-exciting point processes. ", Ann. Inst. Statist. Math., vol. 31(B), pp. 145-155, 1979.
    • (1979) Ann. Inst. Statist. Math. , vol.31 , pp. 145-155
    • Ozaki, T.1
  • 7
    • 0023688346 scopus 로고
    • Maximum likelihood identification of neural point process systems
    • E. S. Chornoboy, L. P. Schramm, A. F. Karr, "Maximum likelihood identification of neural point process systems. ", Biological Cybernetics, vol. 59, pp. 265-275, 1988.
    • (1988) Biological Cybernetics , vol.59 , pp. 265-275
    • Chornoboy, E.S.1    Schramm, L.P.2    Karr, A.F.3
  • 8
    • 23044490853 scopus 로고    scopus 로고
    • Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity
    • M. Okatan, M. A. Wilson, E. N. Brown, "Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. ", Neural Computation, vol. 17, pp. 1927-1961, 2005.
    • (2005) Neural Computation , vol.17 , pp. 1927-1961
    • Okatan, M.1    Wilson, M.A.2    Brown, E.N.3
  • 11
    • 24944525791 scopus 로고    scopus 로고
    • FADO: A statistical method to detect favored or avoided distances between motif occurrences using the Hawkes' model
    • Article 24
    • G. Gusto, S. Schbath, "FADO: A statistical method to detect favored or avoided distances between motif occurrences using the Hawkes' model. ", Statistical Applications in Genetics and Molecular Biology, vol. 4(1), Article 24, 2005.
    • (2005) Statistical Applications in Genetics and Molecular Biology , vol.4 , Issue.1
    • Gusto, G.1    Schbath, S.2
  • 12
    • 77957600568 scopus 로고    scopus 로고
    • Adaptive estimation for Hawkes processes; Application to genome analysis
    • P. Reynaud-Bouret, S. Schbath, "Adaptive estimation for Hawkes processes; application to genome analysis. ", Ann. Statist., vol. 38(5), pp. 2781-2822, 2010.
    • (2010) Ann. Statist. , vol.38 , Issue.5 , pp. 2781-2822
    • Reynaud-Bouret, P.1    Schbath, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.