Topography-time-frequency atomic decomposition for event-related M/EEG signals

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 5461-5464

  Bénar, Christian G ^a   Papadopoulo, Theodore ^b   Clerc, Maureen ^b  

^a INSERM   (France)

^b UNIVERSITÉ PARIS EST   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC POTENTIALS; COMPUTATIONAL METHODS; COMPUTER SIMULATION; CROSSTALK; INDEPENDENT COMPONENT ANALYSIS; TOPOGRAPHY;

FREQUENCY ATOMIC DECOMPOSITION; FREQUENCY PREWHITENING; TIME-FREQUENCY SIGNATURES;

ELECTROENCEPHALOGRAPHY;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; HUMAN; MAGNETOCARDIOGRAPHY; METHODOLOGY; PHYSIOLOGY;

ALGORITHMS; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; MAGNETOCARDIOGRAPHY; MODELS, NEUROLOGICAL;

EID: 57649185462     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353581     Document Type: Conference Paper

References (14)

1. F. Miwakeichi, E. Martinez-Montes, P. Valdes-Sosa, N. Nishiyama, H. Mizuhara, and Y. Yamaguchi, "Decomposing EEG data into space-time-frequency components using parallel factor analysis," Neuroimage, vol. 22, no. 3, pp. 1035-1045, July 2004.
2. C. Tallon-Baudry, O. Bertrand, C. Delpuech, and J. Pernier, "Stimulus specificity of phase-locked and non-phase-locked 40 hz visual, responses in human." J. Neurosci., vol. 16, no. 13, pp. 4240-4249, July 1996.
3. P. Comon, "Independent component analysis-A new concept?" Sig. Proc., vol. 36, pp. 287-314, 1994.
4. T. Jung, S. Makeig, M. Westerfield, J. Townsend, E. Courchesne, and T. Sejnowski, "Analysis and visualization of single-trial event-related potentials," Human Brain Mapping, vol. 14, pp. 166-185, 2001.
5. W. Freeman, M. Holmes, B. Burke, and S. Vanhatalo, "Spatial spectra of scalp eeg and emg from awake humans," Clin. Neurophysiol., vol. 114, no. 6, pp. 1053-1068, 2003.
6. S. Mallat and Z. Zhang, "Matching pursuit with time-frequency dictionaries," IEEE Trans. Signal Processing, vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
7. C. Croux, G. Dhaene, and D. Hoorelbeke, "Robust standard errors for robust estimators," K.U.Leuven, Research Report DTEW 0367, 2003. [Online]. Available: http://www.econ.kuleuven.be/public/NDBAE06/programs/
8. A. Bell and T. Sejnowski, "An information maximisation approach to blind separation and blind deconvolution." vol. 7, pp. 1129-1159, 1995.
9. A. Delorme and S. Makeig, "EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis," J. Neurosci. Methods, vol. 134, Mar.
10. C. A. Andersson and R. Bro, "The N-way toolbox for MATLAB." Chemom. Intell. Lab. Syst., vol. 52, no. 1, pp. 1-4, 2000.
11. C. Herrmann and A. Mecklinger, "Magnetoencephalographic responses to illusory figures: early evoked gamma is affected by processing of stimulus features." Int. J. Psychophysiol., vol. 38, no. 3, pp. 265-281, Dec. 2000.
12. C. Tallon-Baudry, M. Henaff, J. Isnard, and C. Fischer, "Attention modulates gamma-band oscillations differently in the human lateral occipital cortex and fusiform gyrus." Cereb. Cortex., vol. 15, no. 5, pp. 654-62, May 2005.
13. R. Quian Quiroga and H. Garcia, "Single-trial event-related potentials with wavelet denoising," Clin. Neurophysiol., vol. 114, no. 2, pp. 376-390, 2003.
14. C. Bénar, M. Clerc, and T. Papadopoulo, "Adaptive time-frequency models for single-trial M/EEG analysis." Proc. Conf. Inf. Proc. Med. Imaging, 2007.