Task-related MEG source localization via discriminant analysis.
Publication
, Journal Article
Zhang, J; Sudre, G; Li, X; Wang, W; Weber, DJ; Bagic, A
Published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
January 2011
To investigate the neural activity corresponding to different cognitive states, it is of great importance to localize the cortical areas that are associated with task-related modulation. In this paper, we propose a novel discriminant pattern source localization (DPSL) method to analyze MEG data. Unlike most traditional source localization methods that aim to find "dominant" sources, DPSL is developed to capture the "differential" sources that distinguish different cognitive states. As will be demonstrated by the experimental results in this paper, the proposed DPSL method offers superior accuracy to identify the spatial locations of task-related sources.
Duke Scholars
Published In
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
DOI
EISSN
2694-0604
ISSN
2375-7477
Publication Date
January 2011
Volume
2011
Start / End Page
2351 / 2354
Related Subject Headings
- Task Performance and Analysis
- Pattern Recognition, Automated
- Nerve Net
- Magnetoencephalography
- Humans
- Discriminant Analysis
- Cognition
- Brain Mapping
- Brain
Citation
APA
Chicago
ICMJE
MLA
NLM
Zhang, J., Sudre, G., Li, X., Wang, W., Weber, D. J., & Bagic, A. (2011). Task-related MEG source localization via discriminant analysis. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2011, 2351–2354. https://doi.org/10.1109/iembs.2011.6090657
Zhang, Jinyin, Gustavo Sudre, Xin Li, Wei Wang, Douglas J. Weber, and Anto Bagic. “Task-related MEG source localization via discriminant analysis.” Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2011 (January 2011): 2351–54. https://doi.org/10.1109/iembs.2011.6090657.
Zhang J, Sudre G, Li X, Wang W, Weber DJ, Bagic A. Task-related MEG source localization via discriminant analysis. Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual International Conference. 2011 Jan;2011:2351–4.
Zhang, Jinyin, et al. “Task-related MEG source localization via discriminant analysis.” Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, vol. 2011, Jan. 2011, pp. 2351–54. Epmc, doi:10.1109/iembs.2011.6090657.
Zhang J, Sudre G, Li X, Wang W, Weber DJ, Bagic A. Task-related MEG source localization via discriminant analysis. Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual International Conference. 2011 Jan;2011:2351–2354.
Published In
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
DOI
EISSN
2694-0604
ISSN
2375-7477
Publication Date
January 2011
Volume
2011
Start / End Page
2351 / 2354
Related Subject Headings
- Task Performance and Analysis
- Pattern Recognition, Automated
- Nerve Net
- Magnetoencephalography
- Humans
- Discriminant Analysis
- Cognition
- Brain Mapping
- Brain