Spatially constrained ICA algorithm with an application in EEG processing
暂无分享,去创建一个
Sabine Van Huffel | Maarten De Vos | Lieven De Lathauwer | L. Lathauwer | S. Huffel | M. Vos | L. D. Lathauwer
[1] Erkki Oja,et al. Independent Component Analysis , 2001 .
[2] V. Calhoun,et al. Semiblind spatial ICA of fMRI using spatial constraints , 2009, Human brain mapping.
[3] Pierre Comon,et al. Independent component analysis, A new concept? , 1994, Signal Process..
[4] C. L. Nikias,et al. Higher-order spectra analysis : a nonlinear signal processing framework , 1993 .
[5] Kevin H. Knuth,et al. Informed source separation: A Bayesian tutorial , 2013, 2005 13th European Signal Processing Conference.
[6] Christopher J. James,et al. Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis , 2003, IEEE Transactions on Biomedical Engineering.
[7] Eric Moulines,et al. A blind source separation technique using second-order statistics , 1997, IEEE Trans. Signal Process..
[8] W. De Clercq,et al. Automatic Removal of Ocular Artifacts in the EEG without an EOG Reference Channel , 2006, Proceedings of the 7th Nordic Signal Processing Symposium - NORSIG 2006.
[9] T. Adali,et al. Ieee Workshop on Machine Learning for Signal Processing Semi-blind Ica of Fmri: a Method for Utilizing Hypothesis-derived Time Courses in a Spatial Ica Analysis , 2022 .
[10] Pierre Comon,et al. Robust independent component analysis for blind source separation and extraction with application in electrocardiography , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[11] Matthew T. Sutherland,et al. Validation of SOBI components from high-density EEG , 2005, NeuroImage.
[12] Lieven De Lathauwer,et al. Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures , 2007, IEEE Transactions on Signal Processing.
[13] A. V. D. Veen. Algebraic methods for deterministic blind beamforming , 1998, Proc. IEEE.
[14] Johan A. K. Suykens,et al. Data-Dependent Norm Adaptation for Sparse Recovery in Kernel Ensembles Learning , 2009 .
[15] Antoine Souloumiac,et al. Jacobi Angles for Simultaneous Diagonalization , 1996, SIAM J. Matrix Anal. Appl..
[16] J. Cardoso,et al. Blind beamforming for non-gaussian signals , 1993 .
[17] Jean-Francois Cardoso,et al. ITERATIVE TECHNIQUES FOR BLIND SOURCE SEPARATION USING ONLY FOURTH-ORDER CUMULANTS , 1992 .
[18] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[19] Gene H. Golub,et al. Matrix computations , 1983 .
[20] J. Vandewalle,et al. An introduction to independent component analysis , 2000 .
[21] C. L. Nikias,et al. Signal processing with higher-order spectra , 1993, IEEE Signal Processing Magazine.
[22] K. Abed-Meraim,et al. Robust blind separation algorithms for heavy-tailed sources , 2004, Proceedings of the Fourth IEEE International Symposium on Signal Processing and Information Technology, 2004..
[23] Saeid Sanei,et al. A Novel Constrained Topographic Independent Component Analysis for Separation of Epileptic Seizure Signals , 2007, Comput. Intell. Neurosci..
[24] Saeid Sanei,et al. Localization of abnormal EEG sources using blind source separation partially constrained by the locations of known sources , 2006, IEEE Signal Processing Letters.
[25] Ali Mohammad-Djafari,et al. Bayesian source separation: beyond PCA and ICA , 2006, ESANN.
[26] L. Lathauwer,et al. Dimensionality reduction in higher-order signal processing and rank-(R1,R2,…,RN) reduction in multilinear algebra , 2004 .
[27] Pierre Comon,et al. Handbook of Blind Source Separation: Independent Component Analysis and Applications , 2010 .
[28] Pierre Comon,et al. A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs , 2008, IEEE Signal Processing Letters.
[29] Arie Yeredor,et al. Non-orthogonal joint diagonalization in the least-squares sense with application in blind source separation , 2002, IEEE Trans. Signal Process..
[30] Christopher J. James,et al. On Semi-Blind Source Separation Using Spatial Constraints With Applications in EEG Analysis , 2006, IEEE Transactions on Biomedical Engineering.
[31] B. Moor,et al. Independent component analysis based on higher-order statistics only , 1996, Proceedings of 8th Workshop on Statistical Signal and Array Processing.
[32] Lieven De Lathauwer,et al. Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization , 2008, IEEE Transactions on Signal Processing.
[33] Wei Lu,et al. Approach and applications of constrained ICA , 2005, IEEE Transactions on Neural Networks.
[34] Ronald Phlypo,et al. Source Extraction by Maximizing the Variance in the Conditional Distribution Tails , 2010, IEEE Transactions on Signal Processing.
[35] Hichem Snoussi,et al. Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior , 2004, J. VLSI Signal Process..
[36] T. Adali,et al. Unmixing fMRI with independent component analysis , 2006, IEEE Engineering in Medicine and Biology Magazine.