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Volumn 50, Issue 1, 2013, Pages 97-110

Single trial ERP reading based on parallel factor analysis

Author keywords

Cognition; EEG ERP; FMRI PET MRI; Normal volunteers

Indexed keywords


EID: 84871296300     PISSN: 00485772     EISSN: 14698986     Source Type: Journal    
DOI: 10.1111/j.1469-8986.2012.01405.x     Document Type: Article
Times cited : (27)

References (42)
  • 1
    • 0031238783 scopus 로고    scopus 로고
    • Toward a dynamic topographic components model
    • doi: 10.1016/S0013-4694(97)96055-0
    • Achim, A., & Bouchard, S. (1997). Toward a dynamic topographic components model. Electroencephalography and Clinical Neurophysiology, 103, 381-385. doi: 10.1016/S0013-4694(97)96055-0
    • (1997) Electroencephalography and Clinical Neurophysiology , vol.103 , pp. 381-385
    • Achim, A.1    Bouchard, S.2
  • 2
    • 0033870442 scopus 로고    scopus 로고
    • A method for removing imaging artifact from continuous EEG recorded during functional MRI
    • doi: 10.1006/nimg.2000.0599
    • Allen, P., Josephs, O., & Turner, R. (2000). A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage, 12, 230-239. doi: 10.1006/nimg.2000.0599
    • (2000) NeuroImage , vol.12 , pp. 230-239
    • Allen, P.1    Josephs, O.2    Turner, R.3
  • 4
    • 79960944028 scopus 로고    scopus 로고
    • How ongoing neuronal oscillations account for variability of evoked fMRI responses
    • doi: 10.1523/jneurosci.0210-11.2011
    • Becker, R., Reinacher, M., Freyer, F., Villringer, A., & Ritter, P. (2011). How ongoing neuronal oscillations account for variability of evoked fMRI responses. Journal of Neuroscience, 32, 11016-11027. doi: 10.1523/jneurosci.0210-11.2011
    • (2011) Journal of Neuroscience , vol.32 , pp. 11016-11027
    • Becker, R.1    Reinacher, M.2    Freyer, F.3    Villringer, A.4    Ritter, P.5
  • 5
    • 34447337233 scopus 로고    scopus 로고
    • Single trial analysis of oddball event-related potentials in simultaneous EEG-fMRI
    • doi: 10.1002/hbm.20289
    • Bénar, C. G., Schön, D., Grimault, S., Nazarian, B., Burle, B., Roth, M., ... Anton, J. L. (2007). Single trial analysis of oddball event-related potentials in simultaneous EEG-fMRI. Human Brain Mapping, 28, 602-613. doi: 10.1002/hbm.20289
    • (2007) Human Brain Mapping , vol.28 , pp. 602-613
    • Bénar, C.G.1    Schön, D.2    Grimault, S.3    Nazarian, B.4    Burle, B.5    Roth, M.6    Anton, J.L.7
  • 6
    • 84859065762 scopus 로고    scopus 로고
    • Exploiting trial-to-trial variability in multimodal experiments
    • doi: 10.3389/fnhum.2011.00080
    • Bland, A., Mushtaq, F., & Smith, D. (2011). Exploiting trial-to-trial variability in multimodal experiments. Frontiers in Human Neuroscience, 5, 1-3. doi: 10.3389/fnhum.2011.00080
    • (2011) Frontiers in Human Neuroscience , vol.5 , pp. 1-3
    • Bland, A.1    Mushtaq, F.2    Smith, D.3
  • 7
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via an n-way generalization of "eckartyoung" decomposition
    • doi: 10.1007/BF02310791
    • Carroll, J., & Chang, J. (1970). Analysis of individual differences in multidimensional scaling via an n-way generalization of "eckartyoung" decomposition. Psychometrika, 35, 283-319. doi: 10.1007/BF02310791
    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Carroll, J.1    Chang, J.2
  • 8
    • 54949107338 scopus 로고    scopus 로고
    • Noninvasive BCIs: Multiway signal-processing array decompositions
    • doi: 10.1109/MC.2008.431
    • Cichocki, A., Washizawa, Y., Rutkowski, T., Bakardjian, H., Phan, A.-H., Choi, S., ... Li, Y. (2008). Noninvasive BCIs: Multiway signal-processing array decompositions. Computer, 41, 34-42. doi: 10.1109/MC.2008.431
    • (2008) Computer , vol.41 , pp. 34-42
    • Cichocki, A.1    Washizawa, Y.2    Rutkowski, T.3    Bakardjian, H.4    Phan, A.-H.5    Choi, S.6    Li, Y.7
  • 9
    • 79955048925 scopus 로고    scopus 로고
    • Predicting EEG single trial responses with simultaneous fMRI and relevance vector machine regression
    • doi: 10.1016/j.neuroimage.2010.07.068
    • De Martino, F., de Borst, A., Valente, G., Goebel, R., & Formisano, E. (2011). Predicting EEG single trial responses with simultaneous fMRI and relevance vector machine regression. NeuroImage, 56, 826-836. doi: 10.1016/j.neuroimage.2010.07.068
    • (2011) NeuroImage , vol.56 , pp. 826-836
    • De Martino, F.1    de Borst, A.2    Valente, G.3    Goebel, R.4    Formisano, E.5
  • 10
    • 79955478767 scopus 로고    scopus 로고
    • Spatially constrained ICA algorithms with applications in EEG processing
    • doi: 10.1016/j.sigpro.2011.02.019
    • De Vos, M., De Lathauwer, L., & Van Huffel, S. (2011). Spatially constrained ICA algorithms with applications in EEG processing. Signal Processing, 91, 1963-1972. doi: 10.1016/j.sigpro.2011.02.019
    • (2011) Signal Processing , vol.91 , pp. 1963-1972
    • De Vos, M.1    De Lathauwer, L.2    Van Huffel, S.3
  • 11
    • 38749146490 scopus 로고    scopus 로고
    • Canonical decomposition of ictal scalp EEG and accurate source localisation: Principles and simulation study. [Special issue]
    • doi: 10.1155/2007/58253
    • De Vos, M., De Lathauwer, L., Vanrumste, B., Van Huffel, S., & Van Paesschen, W. (2007). Canonical decomposition of ictal scalp EEG and accurate source localisation: Principles and simulation study. [Special issue]. Computational Intelligence and Neuroscience, EEG/MEG, 2007, 1-10. doi: 10.1155/2007/58253
    • (2007) Computational Intelligence and Neuroscience, EEG/MEG , vol.2007 , pp. 1-10
    • De Vos, M.1    De Lathauwer, L.2    Vanrumste, B.3    Van Huffel, S.4    Van Paesschen, W.5
  • 12
    • 77956395389 scopus 로고    scopus 로고
    • Removal of muscle artifacts from EEG recordings of spoken language production
    • doi: 10.1007/s12021-010-9071-0
    • De Vos, M., Riès, S., Vanderperren, K., Vanrumste, B., Alario, F.-X., Van Huffel, S., & Burle, B. (2010). Removal of muscle artifacts from EEG recordings of spoken language production. Neuroinformatics, 8, 135-150. doi: 10.1007/s12021-010-9071-0
    • (2010) Neuroinformatics , vol.8 , pp. 135-150
    • De Vos, M.1    Riès, S.2    Vanderperren, K.3    Vanrumste, B.4    Alario, F.-X.5    Van Huffel, S.6    Burle, B.7
  • 13
    • 34547830370 scopus 로고    scopus 로고
    • Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone
    • doi: 10.1016/j.neuroimage.2007.04.041
    • De Vos, M., Vergult, A., De Lathauwer, L., De Clercq, W., Van Huffel, S., Dupont, P., ... Van Paesschen, W. (2007). Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone. NeuroImage, 37, 844-854. doi: 10.1016/j.neuroimage.2007.04.041
    • (2007) NeuroImage , vol.37 , pp. 844-854
    • De Vos, M.1    Vergult, A.2    De Lathauwer, L.3    De Clercq, W.4    Van Huffel, S.5    Dupont, P.6    Van Paesschen, W.7
  • 14
    • 33751420824 scopus 로고    scopus 로고
    • Single-trial EEG-fMRI reveals the dynamics of cognitive function
    • doi: 10.1016/j.tics.2006.09.010
    • Debener, S., Ullsperger, M., Siegel, M., & Engel, A. (2006). Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends in Cognitive Sciences, 10, 558-563. doi: 10.1016/j.tics.2006.09.010
    • (2006) Trends in Cognitive Sciences , vol.10 , pp. 558-563
    • Debener, S.1    Ullsperger, M.2    Siegel, M.3    Engel, A.4
  • 15
    • 30744465379 scopus 로고    scopus 로고
    • Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring
    • doi: 10.1523/jneurosci.3286-05.2005
    • Debener, S., Ullsperger, M., Siegel, M., Fiehler, K., von Cramon, D., & Engel, A. (2005). Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring. The Journal of Neuroscience, 25, 11730-11737. doi: 10.1523/jneurosci.3286-05.2005
    • (2005) The Journal of Neuroscience , vol.25 , pp. 11730-11737
    • Debener, S.1    Ullsperger, M.2    Siegel, M.3    Fiehler, K.4    von Cramon, D.5    Engel, A.6
  • 17
    • 0036164076 scopus 로고    scopus 로고
    • Cortical sources of the early components of the visual evoked potential
    • doi: 10.1002/hbm.10010
    • Di Russo, F., Martinez, A., Sereno, M., Pitzalis, S., & Hillyard, S. (2002). Cortical sources of the early components of the visual evoked potential. Human Brain Mapping, 15, 95-111. doi: 10.1002/hbm.10010
    • (2002) Human Brain Mapping , vol.15 , pp. 95-111
    • Di Russo, F.1    Martinez, A.2    Sereno, M.3    Pitzalis, S.4    Hillyard, S.5
  • 18
    • 67349279572 scopus 로고    scopus 로고
    • Mining EEG-fMRI using independent component analysis
    • doi: 10.1016/j.ijpsycho.2008.12.018
    • Eichele, T., Calhoun, V., & Debener, S. (2009). Mining EEG-fMRI using independent component analysis. International Journal of Psychophysiology, 73, 53-61. doi: 10.1016/j.ijpsycho.2008.12.018
    • (2009) International Journal of Psychophysiology , vol.73 , pp. 53-61
    • Eichele, T.1    Calhoun, V.2    Debener, S.3
  • 20
    • 0026000010 scopus 로고
    • Topographic component (parallel factor) analysis of multichannel evoked potentials: Practical issues in trilinear spatiotemporal decomposition
    • Field, A., & Graupe, D. (1991). Topographic component (parallel factor) analysis of multichannel evoked potentials: Practical issues in trilinear spatiotemporal decomposition. Brain Topography, 3, 407-423.
    • (1991) Brain Topography , vol.3 , pp. 407-423
    • Field, A.1    Graupe, D.2
  • 21
    • 0002740437 scopus 로고
    • Foundations of the CP procedure: Models and conditions for an "explanatory" multi-modal factor analysis
    • doi: 10.1.1.144.5652
    • Harshman, R. (1970). Foundations of the CP procedure: Models and conditions for an "explanatory" multi-modal factor analysis. UCLA Working Papers in Phonetics, 16, 1-84. doi: 10.1.1.144.5652
    • (1970) UCLA Working Papers in Phonetics , vol.16 , pp. 1-84
    • Harshman, R.1
  • 22
    • 0002549412 scopus 로고
    • Data preprocessing and the extended PARAFAC model
    • In H. Law, C. Snyder, Jr., J. Hattie, amp; R. McDonald (Eds.), New York, NY: Praeger.
    • Harshman, R., & Lundy, M. (1984). Data preprocessing and the extended PARAFAC model. In H. Law, C. Snyder, Jr., J. Hattie, & R. McDonald (Eds.), Research methods for multimode data analysis (pp. 216-284). New York, NY: Praeger.
    • (1984) Research methods for multimode data analysis , pp. 216-284
    • Harshman, R.1    Lundy, M.2
  • 23
    • 1942472547 scopus 로고    scopus 로고
    • Automatic removal of eye movement and blink artifacts from EEG data using blind component separation
    • doi: 10.1111/j.1469-8986.2003.00141
    • Joyce, C., Gorodnitsky, I., & Kutas, M. (2004). Automatic removal of eye movement and blink artifacts from EEG data using blind component separation. Psychophysiology, 41, 313-325. doi: 10.1111/j.1469-8986.2003.00141
    • (2004) Psychophysiology , vol.41 , pp. 313-325
    • Joyce, C.1    Gorodnitsky, I.2    Kutas, M.3
  • 24
    • 34547858891 scopus 로고    scopus 로고
    • Nonnegative tensor factorization for continuous EEG classification
    • doi: 10.1.1.81.3785
    • Lee, H., Kim, Y., Cichocki, A., & Choi, S. (2007). Nonnegative tensor factorization for continuous EEG classification. International Journal of Neural Systems, 17, 305-317. doi: 10.1.1.81.3785
    • (2007) International Journal of Neural Systems , vol.17 , pp. 305-317
    • Lee, H.1    Kim, Y.2    Cichocki, A.3    Choi, S.4
  • 25
    • 84871314083 scopus 로고    scopus 로고
    • Pattern classification of visual evoked potentials based on parallel factor analysis
    • In R. Wang, E. Shen, amp; F. Gu (Eds.), Dordrecht, The Netherlands: Springer. doi: 10.1007/978-1-4020-8387-7_99
    • Li, J., Zhang, L., & Zhao, Q. (2008). Pattern classification of visual evoked potentials based on parallel factor analysis. In R. Wang, E. Shen, & F. Gu (Eds.), Advances in cognitive neurodynamics ICCN 2007 (pp. 571-575). Dordrecht, The Netherlands: Springer. doi: 10.1007/978-1-4020-8387-7_99
    • (2008) Advances in cognitive neurodynamics ICCN 2007 , pp. 571-575
    • Li, J.1    Zhang, L.2    Zhao, Q.3
  • 27
    • 0033119148 scopus 로고    scopus 로고
    • Functionally independent components of the late positive event-related potential during visual spatial attention
    • doi: 10.1.1.164.3923
    • Makeig, S., Westerfield, M., Jung, T.-P., Covington, J., Townsend, J., Sejnowski, T., & Courchesne, E. (1999). Functionally independent components of the late positive event-related potential during visual spatial attention. Journal of Neuroscience, 19, 2665-2680. doi: 10.1.1.164.3923
    • (1999) Journal of Neuroscience , vol.19 , pp. 2665-2680
    • Makeig, S.1    Westerfield, M.2    Jung, T.3    Covington, J.4    Townsend, J.5    Sejnowski, T.6    Courchesne, E.7
  • 29
    • 84856824405 scopus 로고    scopus 로고
    • The "why" and "how" of JointICA: Results from a visual detection task
    • doi: 10.1016/j.neuroimage.2012.01.063
    • Mijović, B., Vanderperren, K., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., ... De Vos, M. (2012). The "why" and "how" of JointICA: Results from a visual detection task. NeuroImage, 60, 1171-1185. doi: 10.1016/j.neuroimage.2012.01.063
    • (2012) NeuroImage , vol.60 , pp. 1171-1185
    • Mijović, B.1    Vanderperren, K.2    Novitskiy, N.3    Vanrumste, B.4    Stiers, P.5    Van Den Bergh, B.6    De Vos, M.7
  • 30
    • 3042639103 scopus 로고    scopus 로고
    • Decomposing EEG data into space-time-frequency components using parallel factor analysis
    • doi: 10.1016/j.neuroimage.2004.03.039
    • Miwakeichi, F., Martínez-Montes, E., Valdés-Sosa, P., Nishiyama, N., Mizuhara, H., & Yamaguchi, Y. (2004). Decomposing EEG data into space-time-frequency components using parallel factor analysis. NeuroImage, 22, 1035-1045. doi: 10.1016/j.neuroimage.2004.03.039
    • (2004) NeuroImage , vol.22 , pp. 1035-1045
    • Miwakeichi, F.1    Martínez-Montes, E.2    Valdés-Sosa, P.3    Nishiyama, N.4    Mizuhara, H.5    Yamaguchi, Y.6
  • 31
    • 0024242804 scopus 로고
    • Decomposing event-related potentials: A new topographic components model
    • doi: 10.1016/0301-0511(88)90020-8
    • Möcks, J. (1988a). Decomposing event-related potentials: A new topographic components model. Biological Psychology, 26, 199-215. doi: 10.1016/0301-0511(88)90020-8
    • (1988) Biological Psychology , vol.26 , pp. 199-215
    • Möcks, J.1
  • 32
    • 0024023333 scopus 로고
    • Topographic components model for event-related potentials and some biophysical considerations
    • doi: 10.1109/10.2119
    • Möcks, J. (1988b). Topographic components model for event-related potentials and some biophysical considerations. IEEE Transactions on Biomedical Engineering, 35, 482-484. doi: 10.1109/10.2119
    • (1988) IEEE Transactions on Biomedical Engineering , vol.35 , pp. 482-484
    • Möcks, J.1
  • 33
    • 55349121475 scopus 로고    scopus 로고
    • Shift-invariant multilinear decomposition of neuroimaging data
    • doi: 10.1016/j.neuroimage.2008.05.062
    • Mørup, M., Hansen, L., Arnfred, S., Lim, L.-H., & Madsen, K. (2008). Shift-invariant multilinear decomposition of neuroimaging data. NeuroImage, 42, 1439-1450. doi: 10.1016/j.neuroimage.2008.05.062
    • (2008) NeuroImage , vol.42 , pp. 1439-1450
    • Mørup, M.1    Hansen, L.2    Arnfred, S.3    Lim, L.-H.4    Madsen, K.5
  • 34
    • 31044456392 scopus 로고    scopus 로고
    • Parallel factor analysis as an exploratory tool for wavelet transformed event-related EEG
    • doi: 10.1016/j.neuroimage.2005.08.005
    • Mørup, M., Hansen, L., Herrmann, C., Parnas, J., & Arnfred, S. (2006). Parallel factor analysis as an exploratory tool for wavelet transformed event-related EEG. NeuroImage, 29, 938-947. doi: 10.1016/j.neuroimage.2005.08.005
    • (2006) NeuroImage , vol.29 , pp. 938-947
    • Mørup, M.1    Hansen, L.2    Herrmann, C.3    Parnas, J.4    Arnfred, S.5
  • 35
    • 62049084255 scopus 로고    scopus 로고
    • Realignment parameter-informed artefact correction for simultaneous EEG-fMRI recordings
    • doi: 10.1016/j.neuroimage.2009.01.024
    • Moosmann, M., Schonfelder, V., Specht, K., Scheeringa, R., Nordby, H., & Hugdahl, K. (2009). Realignment parameter-informed artefact correction for simultaneous EEG-fMRI recordings. NeuroImage, 45, 1144-1150. doi: 10.1016/j.neuroimage.2009.01.024
    • (2009) NeuroImage , vol.45 , pp. 1144-1150
    • Moosmann, M.1    Schonfelder, V.2    Specht, K.3    Scheeringa, R.4    Nordby, H.5    Hugdahl, K.6
  • 36
    • 27544446124 scopus 로고    scopus 로고
    • Removal of FMRI environment artifacts from EEG data using optimal basis sets
    • doi: 10.1016/j.neuroimage.2005.06.067
    • Niazy, R., Beckmann, C., Iannetti, G., Brady, J., & Smith, S. (2005). Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage, 28, 720-737. doi: 10.1016/j.neuroimage.2005.06.067
    • (2005) NeuroImage , vol.28 , pp. 720-737
    • Niazy, R.1    Beckmann, C.2    Iannetti, G.3    Brady, J.4    Smith, S.5
  • 37
    • 78649648076 scopus 로고    scopus 로고
    • The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recording during a spatial detection task
    • doi: 10.1016/j.neuroimage.2010.09.041
    • Novitskiy, N., Ramautar, J., Vanderperren, K., De Vos, M., Mennes, M., Mijović, B., ... Wagemans, J. (2011). The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recording during a spatial detection task. NeuroImage, 54, 824-835. doi: 10.1016/j.neuroimage.2010.09.041
    • (2011) NeuroImage , vol.54 , pp. 824-835
    • Novitskiy, N.1    Ramautar, J.2    Vanderperren, K.3    De Vos, M.4    Mennes, M.5    Mijović, B.6    Wagemans, J.7
  • 39
    • 77249083042 scopus 로고    scopus 로고
    • Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects
    • doi: 10.1016/j.neuroimage.2010.01.010
    • Vanderperren, K., De Vos, M., Ramautar, J., Novitskiy, N., Mennes, M., Assecondi, S., ... Van Huffel, S. (2010). Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects. NeuroImage, 50, 920-934. doi: 10.1016/j.neuroimage.2010.01.010
    • (2010) NeuroImage , vol.50 , pp. 920-934
    • Vanderperren, K.1    De Vos, M.2    Ramautar, J.3    Novitskiy, N.4    Mennes, M.5    Assecondi, S.6    Van Huffel, S.7
  • 40
    • 78751547599 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging blood oxygenation level-dependent signal and magnetoencephalography evoked responses yield different neural functionality in reading
    • doi: 10.1523/jneurosci.3113-10.2011
    • Vartiainen, J., Liljeström, M., Koskinen, M., Renvall, H., & Salmelin, R. (2011). Functional magnetic resonance imaging blood oxygenation level-dependent signal and magnetoencephalography evoked responses yield different neural functionality in reading. The Journal of Neuroscience, 31, 1048-1058. doi: 10.1523/jneurosci.3113-10.2011
    • (2011) The Journal of Neuroscience , vol.31 , pp. 1048-1058
    • Vartiainen, J.1    Liljeström, M.2    Koskinen, M.3    Renvall, H.4    Salmelin, R.5
  • 41
    • 0033944474 scopus 로고    scopus 로고
    • Trilinear modeling of event-related potentials
    • doi: 10.1023/A:1023455404934
    • Wang, K., Begleiter, H., & Porjesz, B. (2000). Trilinear modeling of event-related potentials. Brain Topography, 12, 263-271. doi: 10.1023/A:1023455404934
    • (2000) Brain Topography , vol.12 , pp. 263-271
    • Wang, K.1    Begleiter, H.2    Porjesz, B.3
  • 42
    • 0025216529 scopus 로고
    • Time of day, repeated testing, and interblock interval effects on P300 amplitude
    • doi: 10.1016/0031-9384(90)90073-D
    • Wesensten, N. J., Badia, P., & Harsh, J. (1990). Time of day, repeated testing, and interblock interval effects on P300 amplitude. Physiology & Behavior, 47, 653-658. doi: 10.1016/0031-9384(90)90073-D
    • (1990) Physiology & Behavior , vol.47 , pp. 653-658
    • Wesensten, N.J.1    Badia, P.2    Harsh, J.3


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