메뉴 건너뛰기




Volumn 6357 LNCS, Issue , 2010, Pages 157-164

Sparse spatio-temporal inference of electromagnetic brain sources

Author keywords

ARD; M EEG source reconstruction; probabilistic graphical models; underdetermined inverse problems; variational Bayes

Indexed keywords

ARD; PROBABILISTIC GRAPHICAL MODELS; SOURCE RECONSTRUCTION; UNDERDETERMINED INVERSE PROBLEMS; VARIATIONAL BAYES;

EID: 77958047199     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15948-0_20     Document Type: Conference Paper
Times cited : (4)

References (12)
  • 1
    • 0030967177 scopus 로고    scopus 로고
    • A bayesian approach to introducing anatomo-functional priors in the EEG/MEG inverse problem
    • Baillet, S., Garnero, L.: A bayesian approach to introducing anatomo-functional priors in the EEG/MEG inverse problem. IEEE Trans. on Biomed. Eng. 44(5), 374-385 (1997)
    • (1997) IEEE Trans. on Biomed. Eng. , vol.44 , Issue.5 , pp. 374-385
    • Baillet, S.1    Garnero, L.2
  • 2
    • 33344457875 scopus 로고    scopus 로고
    • Bayesian spatio-temporal approach for EEG source reconstruction: Conciliating ECD and distributed models
    • Daunizeau, J., Mattout, J., Clonda, D., Goulard, B., Benali, H., Lina, J.M.: Bayesian spatio-temporal approach for EEG source reconstruction: Conciliating ECD and distributed models. IEEE Trans. on Biomed. Eng. 53(3), 503-516 (2006)
    • (2006) IEEE Trans. on Biomed. Eng. , vol.53 , Issue.3 , pp. 503-516
    • Daunizeau, J.1    Mattout, J.2    Clonda, D.3    Goulard, B.4    Benali, H.5    Lina, J.M.6
  • 3
    • 0033762608 scopus 로고    scopus 로고
    • Single trial analysis of event related potentials: Non-linear de-noising with wavelets
    • Effern, A., Lehnertz, K., Fernandez, G., Grunwald, T., David, P., Elger, C.E.: Single trial analysis of event related potentials: non-linear de-noising with wavelets. Clinical neurophysiology 111(12), 2255-2263 (2000)
    • (2000) Clinical Neurophysiology , vol.111 , Issue.12 , pp. 2255-2263
    • Effern, A.1    Lehnertz, K.2    Fernandez, G.3    Grunwald, T.4    David, P.5    Elger, C.E.6
  • 4
    • 36148991430 scopus 로고    scopus 로고
    • Bayesian M/EEG source reconstruction with spatio-temporal priors
    • Trujillo-Barreto, N.J., Aubert-Vazquez, E., Penny, W.D.: Bayesian M/EEG source reconstruction with spatio-temporal priors. NeuroImage 39, 318-335 (2008)
    • (2008) NeuroImage , vol.39 , pp. 318-335
    • Trujillo-Barreto, N.J.1    Aubert-Vazquez, E.2    Penny, W.D.3
  • 5
    • 67349279224 scopus 로고    scopus 로고
    • Spacetime event sparse penalization for magneto-/electroencephalography
    • Bolstad, A., Van Veen, B., Nowak, R.: Spacetime event sparse penalization for magneto-/electroencephalography. NeuroImage 46(4), 1066-1081 (2009)
    • (2009) NeuroImage , vol.46 , Issue.4 , pp. 1066-1081
    • Bolstad, A.1    Van Veen, B.2    Nowak, R.3
  • 7
    • 70349962981 scopus 로고    scopus 로고
    • Robust Bayesian estimation of the location, orientation, and time course of multiple cor-related neural sources using MEG
    • Wipf, D.P., Owen, J.P., Attias, H.T., Sekihara, K., Nagarajan, S.S.: Robust Bayesian estimation of the location, orientation, and time course of multiple cor-related neural sources using MEG. Neuroimage 49(1), 641-655 (2010)
    • (2010) Neuroimage , vol.49 , Issue.1 , pp. 641-655
    • Wipf, D.P.1    Owen, J.P.2    Attias, H.T.3    Sekihara, K.4    Nagarajan, S.S.5
  • 8
    • 44449093442 scopus 로고    scopus 로고
    • Probabilistic algorithms for meg/eeg source reconstruction using temporal basis functions learned from data
    • Zumer, J.M., Attias, H.T., Sekihara, K., Nagarajan, S.S.: Probabilistic algorithms for meg/eeg source reconstruction using temporal basis functions learned from data. NeuroImage 41, 924-940 (2008)
    • (2008) NeuroImage , vol.41 , pp. 924-940
    • Zumer, J.M.1    Attias, H.T.2    Sekihara, K.3    Nagarajan, S.S.4
  • 9
    • 34247280547 scopus 로고    scopus 로고
    • Model selection for convolutive ICA with an application to spatiotemporal analysis ofEEG
    • Dyrholm, M., Makeig, S., Hansen, L.K.: Model selection for convolutive ICA with an application to spatiotemporal analysis ofEEG. Neural computation 19(4), 934-955 (2007)
    • (2007) Neural Computation , vol.19 , Issue.4 , pp. 934-955
    • Dyrholm, M.1    Makeig, S.2    Hansen, L.K.3
  • 10
    • 34548413755 scopus 로고    scopus 로고
    • A probabilistic algorithm for robust interference suppression in bioelectromagnetic sensor data
    • DOI 10.1002/sim.2941
    • Nagarajan, S.S., Attias, H.T., Hild, K.E., Sekihara, K.: A probabilistic algorithm for robust interference suppression in bioelectromagnetic sensor data. Statistics in Medicine 26(21), 3886-3910 (2007) (Pubitemid 47354358)
    • (2007) Statistics in Medicine , vol.26 , Issue.21 , pp. 3886-3910
    • Nagarajan, S.S.1    Attias, H.T.2    Hild II, K.E.3    Sekihara, K.4
  • 11
    • 84898964031 scopus 로고    scopus 로고
    • A variational Bayesian framework for graphical models
    • Attias, H.: A variational Bayesian framework for graphical models. Advances in neural information processing systems 12(1-2), 209-215 (2000)
    • (2000) Advances in Neural Information Processing Systems , vol.12 , Issue.1-2 , pp. 209-215
    • Attias, H.1
  • 12
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay, D.J.C.: Bayesian interpolation. Neural computation 4(3), 415-447 (1992)
    • (1992) Neural Computation , vol.4 , Issue.3 , pp. 415-447
    • MacKay, D.J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.