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Volumn 22, Issue 3, 2004, Pages 1035-1045

Decomposing EEG data into space-time-frequency components using Parallel Factor Analysis

Author keywords

EEG space frequency time decomposition; Multiway analysis; Parallel Factor Analysis; Principal Component Analysis; Source Spectra Imaging

Indexed keywords

ADULT; ALPHA RHYTHM; ANALYTIC METHOD; ARITHMETIC; ARTICLE; BRAIN ELECTROPHYSIOLOGY; CONTROLLED STUDY; ELECTRIC CURRENT; ELECTROENCEPHALOGRAM; FRONTAL CORTEX; FRONTAL LOBE; HUMAN; HUMAN EXPERIMENT; INFORMATION PROCESSING; MALE; MATHEMATICAL COMPUTING; MEMBRANE STEADY POTENTIAL; MENTAL PERFORMANCE; NEUROIMAGING; NORMAL HUMAN; OCCIPITAL LOBE; PARALLEL FACTOR ANALYSIS; PRIORITY JOURNAL; SPACE; THETA RHYTHM; TIME; VISUAL CORTEX;

EID: 3042639103     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2004.03.039     Document Type: Article
Times cited : (327)

References (41)
  • 2
    • 0028350376 scopus 로고
    • Time-frequency digital filtering based on an invertible wavelet transform: An application to evoked potential
    • Bertrand O., Bohorquez J., Pernier J. Time-frequency digital filtering based on an invertible wavelet transform: an application to evoked potential. IEEE Trans. Biomed. Eng. 41:1994;77-88
    • (1994) IEEE Trans. Biomed. Eng. , vol.41 , pp. 77-88
    • Bertrand, O.1    Bohorquez, J.2    Pernier, J.3
  • 4
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via an N-way generalization of 'Eckart-Young' decomposition
    • Carroll J.D., Chang J. Analysis of individual differences in multidimensional scaling via an N-way generalization of 'Eckart-Young' decomposition. Psychometrika. 35:1970;283-319
    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Carroll, J.D.1    Chang, J.2
  • 6
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • Chen S., Donoho D. Atomic decomposition by basis pursuit. SIAM Rev. 43:2001;129-159
    • (2001) SIAM Rev. , vol.43 , pp. 129-159
    • Chen, S.1    Donoho, D.2
  • 8
    • 0031518090 scopus 로고    scopus 로고
    • Fitting time series models to non-stationary processes
    • Dahlhaus R. Fitting time series models to non-stationary processes. Ann. Stat. 25:1997;1-37
    • (1997) Ann. Stat. , vol.25 , pp. 1-37
    • Dahlhaus, R.1
  • 10
    • 0026000010 scopus 로고
    • Topographic component (Parallel Factor) analysis of multichannel evoked potentials: Practical issues in trilinear spatiotemporal decomposition
    • Field A.S., Graupe D. Topographic component (Parallel Factor) analysis of multichannel evoked potentials: practical issues in trilinear spatiotemporal decomposition. Brain Topogr. 3:1991;407-423
    • (1991) Brain Topogr. , vol.3 , pp. 407-423
    • Field, A.S.1    Graupe, D.2
  • 13
    • 0345280019 scopus 로고    scopus 로고
    • Do specific EEG frequencies indicate different processes during mental calculation?
    • Harmony T., Fernandez T., Silva J., et al. Do specific EEG frequencies indicate different processes during mental calculation? Neurosci. Lett. 266:1999;25-28
    • (1999) Neurosci. Lett. , vol.266 , pp. 25-28
    • Harmony, T.1    Fernandez, T.2    Silva, J.3
  • 14
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an 'explanatory' multi-modal factor analysis
    • Harshman R.A. Foundations of the PARAFAC procedure: models and conditions for an 'explanatory' multi-modal factor analysis. UCLA Work. Pap. Phon. 16:1970;1-84
    • (1970) UCLA Work. Pap. Phon. , vol.16 , pp. 1-84
    • Harshman, R.A.1
  • 15
    • 0002740439 scopus 로고
    • Determination and proof of minimum uniqueness conditions for PARAFAC1
    • Harshman R.A. Determination and proof of minimum uniqueness conditions for PARAFAC1. UCLA Work. Pap. Phon. 22:1972;111-117
    • (1972) UCLA Work. Pap. Phon. , vol.22 , pp. 111-117
    • Harshman, R.A.1
  • 16
    • 0343939679 scopus 로고
    • "how can I know if it's 'real'?" a catalog of diagnostics for use with three-mode factor analysis and multidimensional scaling
    • H.G. Law, C.W. Snyder, J.A. Hattie, & R.P. McDonald. New York: Praeger
    • Harshman R.A. "How can I know if it's 'real'?" A catalog of diagnostics for use with three-mode factor analysis and multidimensional scaling. Law H.G., Snyder C.W., Hattie J.A., McDonald R.P. Research Methods for Multimode Data Analysis. 1984;566-591 Praeger, New York
    • (1984) Research Methods for Multimode Data Analysis , pp. 566-591
    • Harshman, R.A.1
  • 17
    • 0001961387 scopus 로고
    • An application of PARAFAC to a small sample problem, demonstrating preprocessing, orthogonality constraints, and split-half diagnostic techniques
    • H.G. Law, C.W. Snyder, J.A. Hattie, & R.P. McDonald. New York: Praeger
    • Harshman R.A., De Sarbo W.S. An application of PARAFAC to a small sample problem, demonstrating preprocessing, orthogonality constraints, and split-half diagnostic techniques. Law H.G., Snyder C.W., Hattie J.A., McDonald R.P. Research Methods for Multimode Data Analysis. 1984;602-642 Praeger, New York
    • (1984) Research Methods for Multimode Data Analysis , pp. 602-642
    • Harshman, R.A.1    De Sarbo, W.S.2
  • 19
    • 0015363970 scopus 로고
    • Multivariate analytic study of EEG and mental activity in juvenile delinquents
    • Ishihara T., Yoshii N. Multivariate analytic study of EEG and mental activity in juvenile delinquents. Electroencephalogr. Clin. Neurophysiol. 33:1972;71-80
    • (1972) Electroencephalogr. Clin. Neurophysiol. , vol.33 , pp. 71-80
    • Ishihara, T.1    Yoshii, N.2
  • 20
    • 0036460266 scopus 로고    scopus 로고
    • Frontal theta activity in human increased with memory load in a working memory task
    • Jensen O., Tesche C.D. Frontal theta activity in human increased with memory load in a working memory task. Eur. J. Neurosci. 15:2002;1395-1399
    • (2002) Eur. J. Neurosci. , vol.15 , pp. 1395-1399
    • Jensen, O.1    Tesche, C.D.2
  • 22
    • 0034905359 scopus 로고    scopus 로고
    • Topographic time-frequency decomposition of the EEG
    • Koenig T., Marti-Lopez F., Valdes-Sosa P. Topographic time-frequency decomposition of the EEG. NeuroImage. 14:2001;383-390
    • (2001) NeuroImage , vol.14 , pp. 383-390
    • Koenig, T.1    Marti-Lopez, F.2    Valdes-Sosa, P.3
  • 24
    • 0000930833 scopus 로고
    • More factors than subjects, test and treatments: An indeterminacy theorem for canonical decomposition and individual differences scaling
    • Kruskal J.B. More factors than subjects, test and treatments: an indeterminacy theorem for canonical decomposition and individual differences scaling. Psychometrika. 41:1976;281-293
    • (1976) Psychometrika , vol.41 , pp. 281-293
    • Kruskal, J.B.1
  • 25
    • 48749101457 scopus 로고
    • Three-way arrays: Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics
    • Kruskal J.B. Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics. Linear Algebra Appl. 18:1977;95-138
    • (1977) Linear Algebra Appl. , vol.18 , pp. 95-138
    • Kruskal, J.B.1
  • 27
    • 0030961890 scopus 로고    scopus 로고
    • Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition
    • Lagerlund T.D., Sharbrough F.W., Busacker N.E. Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition. J. Clin. Neurophysiol. 14:1997;73-83
    • (1997) J. Clin. Neurophysiol. , vol.14 , pp. 73-83
    • Lagerlund, T.D.1    Sharbrough, F.W.2    Busacker, N.E.3
  • 28
    • 0002117884 scopus 로고
    • EEG analysis: Theory and practice
    • E. Neidermeyer, & F. Lopes da Silva. Urban and Schwartzenberg
    • Lopes da Silva F. EEG analysis: theory and practice. Neidermeyer E., Lopes da Silva F. Electroencephalography. 1987;Urban and Schwartzenberg
    • (1987) Electroencephalography
    • Lopes Da Silva, F.1
  • 29
    • 0027503485 scopus 로고
    • Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones
    • Makeig S. Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones. Electroencephalogr. Clin. Neurophysiol. 86:1993;283-293
    • (1993) Electroencephalogr. Clin. Neurophysiol. , vol.86 , pp. 283-293
    • Makeig, S.1
  • 30
    • 0037169127 scopus 로고    scopus 로고
    • Dynamic brain sources of visual evoked responses
    • Makeig S., Westerfield M., Jung T.-P., et al. Dynamic brain sources of visual evoked responses. Science. 295:2002;690-694
    • (2002) Science , vol.295 , pp. 690-694
    • Makeig, S.1    Westerfield, M.2    Jung, T.-P.3
  • 31
    • 0024242804 scopus 로고
    • Decomposing event-related potential: A new topographic components model
    • Möcks J. Decomposing event-related potential: a new topographic components model. Biol. Psychol. 26:1988;199-215
    • (1988) Biol. Psychol. , vol.26 , pp. 199-215
    • Möcks, J.1
  • 32
    • 0024023333 scopus 로고
    • Topographic components model for event-related potentials and some biophysical considerations
    • Möcks J. Topographic components model for event-related potentials and some biophysical considerations. IEEE Trans. Biomed. Eng. 35:1988;482-484
    • (1988) IEEE Trans. Biomed. Eng. , vol.35 , pp. 482-484
    • Möcks, J.1
  • 34
    • 0003030007 scopus 로고
    • Reply to comments by Hamalainen, Ilmoniemi and Nunez. In source localization: Continuing discussion of the inverse problem
    • ISSN 0947-5133.
    • Pascual-Marqui, R.D., 1995. Reply to comments by Hamalainen, Ilmoniemi and Nunez. In source localization: continuing discussion of the inverse problem. Skrandies W ISBET Newsletter, vol. 6, pp. 16-28. ISSN 0947-5133.
    • (1995) Skrandies W ISBET Newsletter , vol.6 , pp. 16-28
    • Pascual-Marqui, R.D.1
  • 35
    • 0001787597 scopus 로고    scopus 로고
    • Review of methods for solving the EEG inverse problem
    • Pascual-Marqui R.D. Review of methods for solving the EEG inverse problem. Int. J. Bioelectromagn. 1:1999;1
    • (1999) Int. J. Bioelectromagn. , vol.1 , pp. 1
    • Pascual-Marqui, R.D.1
  • 36
    • 0027998259 scopus 로고
    • Low resolution electromagnetic tomography: A new method for localizing electrical activity in the brain
    • Pascual-Marqui R.D., Michel C.M., Lehmann D. Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. Int. J. Psychophysiol. 18:1994;49-65
    • (1994) Int. J. Psychophysiol. , vol.18 , pp. 49-65
    • Pascual-Marqui, R.D.1    Michel, C.M.2    Lehmann, D.3
  • 37
    • 0030247566 scopus 로고    scopus 로고
    • Frontal mental theta wave recorded simultaneously with megnetroencephalography and electroencephalography
    • Sasaki K., Tsujimoto T., Nishikawa S., Nishitani N., Ishihara T. Frontal mental theta wave recorded simultaneously with megnetroencephalography and electroencephalography. Neuroscience. 26:1996;79-81
    • (1996) Neuroscience , vol.26 , pp. 79-81
    • Sasaki, K.1    Tsujimoto, T.2    Nishikawa, S.3    Nishitani, N.4    Ishihara, T.5
  • 38
    • 0033653594 scopus 로고    scopus 로고
    • On the uniqueness of multilinear decomposition of N-way arrays
    • Sidiropoulos N.D., Bro R. On the uniqueness of multilinear decomposition of N-way arrays. J. Chemom. 14:2000;229-239
    • (2000) J. Chemom. , vol.14 , pp. 229-239
    • Sidiropoulos, N.D.1    Bro, R.2
  • 39
    • 0028935431 scopus 로고
    • Principal-component localization of the sources of the background EEG
    • Soong A.C., Koles Z.J. Principal-component localization of the sources of the background EEG. IEEE Trans. Biomed. Eng. 42:1995;59-67
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , pp. 59-67
    • Soong, A.C.1    Koles, Z.J.2
  • 40
    • 0031011985 scopus 로고    scopus 로고
    • Oscillatory g-band (30-70 Hz) activity induced by a visual search task in humans
    • Tallon-Baudry C., Bertrand O., Delpuech C., Pernier J. Oscillatory g-band (30-70 Hz) activity induced by a visual search task in humans. J. Neurosci. 17:1997;722-734
    • (1997) J. Neurosci. , vol.17 , pp. 722-734
    • Tallon-Baudry, C.1    Bertrand, O.2    Delpuech, C.3    Pernier, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.