@inproceedings{scholars2748,
            note = {cited By 1; Conference of 2012 4th International Conference on Intelligent and Advanced Systems, ICIAS 2012 ; Conference Date: 12 June 2012 Through 14 June 2012; Conference Code:93534},
          volume = {2},
             doi = {10.1109/ICIAS.2012.6306099},
           title = {Comparison of independent component analysis algorithms for EEG-fMRI data fusion},
         address = {Kuala Lumpur},
            year = {2012},
         journal = {ICIAS 2012 - 2012 4th International Conference on Intelligent and Advanced Systems: A Conference of World Engineering, Science and Technology Congress (ESTCON) - Conference Proceedings},
           pages = {676--679},
            isbn = {9781457719677},
          author = {Youssofzadeh, V. and Faye, I. and Malik, A. S. and Reza, F. and Kamel, N. and Abdullah, J. M.},
        abstract = {Fusion of EEG and fMRI data helps researchers to provide a more comprehensive understanding of neural basis for the functional behavior in human brain. EEG and fMRI Joint analysis for cognitive tasks indicates plausible results to obtain a better spatiotemporal resolution of event related responses in the brain. Joint-ICA as a multivariate data analysis method, assumes more than two features type (modalities) have common mixing data and it tries to maximizes independency among joint components. Here, we study the performance of five ICA algorithms when applied to joint analysis of EEG/fMRI data. We use the visualization and computational tools to quantitatively analyze the performance of different ICA algorithms for EEG/fMRI fusion and discuss the results for the simulation and real data. {\^A}{\copyright} 2011 IEEE.},
        keywords = {Cognitive task; Computational tools; fMRI data; Functional behaviors; Human brain; ICA algorithms; Independent components; Joint analysis; Multivariate data analysis method; Spatio-temporal resolution, Algorithms; Data fusion; Functional neuroimaging; Multivariant analysis, Independent component analysis},
             url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867941702&doi=10.1109\%2fICIAS.2012.6306099&partnerID=40&md5=8c5d728b45e91c60c2ee0e5ef8ff59af}
}