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Volumn 110, Issue 2, 2013, Pages 125-136

A multi-task learning approach for the extraction of single-trial evoked potentials

Author keywords

Bayesian estimation; Mixed effect models; Multilevel models; P300; Population approach; Single trial

Indexed keywords

BAYESIAN ESTIMATIONS; MIXED-EFFECT MODELS; MULTILEVEL MODEL; P300; POPULATION APPROACH; SINGLE-TRIAL;

EID: 84875885465     PISSN: 01692607     EISSN: 18727565     Source Type: Journal    
DOI: 10.1016/j.cmpb.2012.11.001     Document Type: Article
Times cited : (9)

References (37)
  • 1
    • 48549100170 scopus 로고    scopus 로고
    • Across-trial averaging of event-related EEG responses and beyond
    • Mouraux A., Iannetti G.D. Across-trial averaging of event-related EEG responses and beyond. Magnetic Resonance Imaging 2008, 26:1041-1054.
    • (2008) Magnetic Resonance Imaging , vol.26 , pp. 1041-1054
    • Mouraux, A.1    Iannetti, G.D.2
  • 8
    • 79955524199 scopus 로고    scopus 로고
    • A Bayesian method to estimate single-trial event-related potentials with application to the study of the P300 variability
    • D'Avanzo C., Schiff S., Amodio P., Sparacino G. A Bayesian method to estimate single-trial event-related potentials with application to the study of the P300 variability. Journal of Neuroscience Methods 2011, 198:124-224.
    • (2011) Journal of Neuroscience Methods , vol.198 , pp. 124-224
    • D'Avanzo, C.1    Schiff, S.2    Amodio, P.3    Sparacino, G.4
  • 9
    • 51249187989 scopus 로고
    • Characterization of an adaptative filter for analysis of variable latency neuroelectric signals
    • Woody C.D. Characterization of an adaptative filter for analysis of variable latency neuroelectric signals. Medical and Biological Engineering and Computing 1967, 5:539-554.
    • (1967) Medical and Biological Engineering and Computing , vol.5 , pp. 539-554
    • Woody, C.D.1
  • 10
    • 0023223798 scopus 로고
    • Single sweep analysis of visual evoked potentials through a model of parametric identification
    • Cerutti S., Baselli G., Liberati D., Pavesi G. Single sweep analysis of visual evoked potentials through a model of parametric identification. Biological Cybernetics 1987, 56:111-120.
    • (1987) Biological Cybernetics , vol.56 , pp. 111-120
    • Cerutti, S.1    Baselli, G.2    Liberati, D.3    Pavesi, G.4
  • 11
    • 0024691812 scopus 로고
    • The implementation of an autoregressive model with exogenous input in a single sweep visual evoked potential analysis
    • Liberati D., Cerutti S., Di Ponzio E., Ventimiglia V., Zaninelli L. The implementation of an autoregressive model with exogenous input in a single sweep visual evoked potential analysis. Journal of Biomedical Engineering 1989, 11:285-292.
    • (1989) Journal of Biomedical Engineering , vol.11 , pp. 285-292
    • Liberati, D.1    Cerutti, S.2    Di Ponzio, E.3    Ventimiglia, V.4    Zaninelli, L.5
  • 12
    • 0037307515 scopus 로고    scopus 로고
    • Single-trial event-related potentials with wavelet denoising
    • Quian Quiroga R., Garcia H. Single-trial event-related potentials with wavelet denoising. Clinical Neurophysiology 2003, 114:376-390.
    • (2003) Clinical Neurophysiology , vol.114 , pp. 376-390
    • Quian Quiroga, R.1    Garcia, H.2
  • 14
    • 36048960489 scopus 로고    scopus 로고
    • Estimation of individual evoked potential components using iterative independent component analysis
    • Zouridakis G., Iyer D., Diaz J., Patidar U. Estimation of individual evoked potential components using iterative independent component analysis. Physics in Medicine and Biology 2007, 52:5353-5368.
    • (2007) Physics in Medicine and Biology , vol.52 , pp. 5353-5368
    • Zouridakis, G.1    Iyer, D.2    Diaz, J.3    Patidar, U.4
  • 18
    • 77955519408 scopus 로고    scopus 로고
    • A comparative study between a simplified Kalman filter and Sliding Window Averaging for single trial dynamical estimation of event-related potentials
    • Vedel-Larsen E., Fuglø J., Channir F., Thomsen C.E., Sorensen H.B. A comparative study between a simplified Kalman filter and Sliding Window Averaging for single trial dynamical estimation of event-related potentials. Computer Methods and Programs in Biomedicine 2010, 99:252-260.
    • (2010) Computer Methods and Programs in Biomedicine , vol.99 , pp. 252-260
    • Vedel-Larsen, E.1    Fuglø, J.2    Channir, F.3    Thomsen, C.E.4    Sorensen, H.B.5
  • 24
    • 79952069425 scopus 로고    scopus 로고
    • Global-two-stage filtering of clinical PET parametric maps: application to [(11)C]-(R)-PK11195
    • Tomasi G., Bertoldo A., Cobelli C., Pavese N., Tai Y.F., Hammers A., et al. Global-two-stage filtering of clinical PET parametric maps: application to [(11)C]-(R)-PK11195. NeuroImage 2011, 55:942-953.
    • (2011) NeuroImage , vol.55 , pp. 942-953
    • Tomasi, G.1    Bertoldo, A.2    Cobelli, C.3    Pavese, N.4    Tai, Y.F.5    Hammers, A.6
  • 26
    • 34249036998 scopus 로고    scopus 로고
    • Nonparametric identification of population models via Gaussian processes
    • Neve M., De Nicolao G., Marchesi L. Nonparametric identification of population models via Gaussian processes. Automatica 2007, 43:1134-1144.
    • (2007) Automatica , vol.43 , pp. 1134-1144
    • Neve, M.1    De Nicolao, G.2    Marchesi, L.3
  • 28
    • 57949108274 scopus 로고    scopus 로고
    • Fast algorithms for nonparametric population modeling of large data sets
    • Pillonetto G., De Nicolao G., Chierici M., Cobelli C. Fast algorithms for nonparametric population modeling of large data sets. Automatica 2009, 45:173-179.
    • (2009) Automatica , vol.45 , pp. 173-179
    • Pillonetto, G.1    De Nicolao, G.2    Chierici, M.3    Cobelli, C.4
  • 32
    • 0024075774 scopus 로고
    • Estimation of single-evoked cerebral potentials by means of parametric modeling and Kalman filtering
    • von Spreckelsen M., Bromm B. Estimation of single-evoked cerebral potentials by means of parametric modeling and Kalman filtering. IEEE Transactions on Biomedical Engineering 1988, 35:691-700.
    • (1988) IEEE Transactions on Biomedical Engineering , vol.35 , pp. 691-700
    • von Spreckelsen, M.1    Bromm, B.2
  • 33
    • 79960035867 scopus 로고    scopus 로고
    • The MathWorks Inc., Natick, MA
    • MATLAB version 7.11.0 2010, The MathWorks Inc., Natick, MA.
    • (2010) MATLAB version 7.11.0
  • 36
    • 33746220256 scopus 로고    scopus 로고
    • Top-down and bottom-up processes in the extrastriate cortex of cirrhotic patients: an ERP study
    • Schiff S., Mapelli D., Vallesi A., Orsato R., Gatta A., Umiltà C., et al. Top-down and bottom-up processes in the extrastriate cortex of cirrhotic patients: an ERP study. Clinical Neurophysiology 2006, 117:1728-1736.
    • (2006) Clinical Neurophysiology , vol.117 , pp. 1728-1736
    • Schiff, S.1    Mapelli, D.2    Vallesi, A.3    Orsato, R.4    Gatta, A.5    Umiltà, C.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.