Imaging Brain Dynamics Using Independent Component Analysis.
paper
Cited
Public
Unavailable
- Authors
- Jung, Tzyy-Ping; Makeig, Scott; McKeown, Martin J; Bell, Anthony J; Lee, Te-Won; Sejnowski, Terrence J
- Year
- 2001
- Journal
- Proceedings of the IEEE. Institute of Electrical and Electronics Engineers
- PMID
- 20824156
- DOI
- 10.1109/5.939827
- PMCID
- PMC2932458
The analysis of electroencephalographic (EEG) and magnetoencephalographic (MEG) recordings is important both for basic brain research and for medical diagnosis and treatment. Independent component analysis (ICA) is an effective method for removing artifacts and separating sources of the brain signals from these recordings. A similar approach is proving useful for analyzing functional magnetic resonance brain imaging (fMRI) data. In this paper, we outline the assumptions underlying ICA and demonstrate its application to a variety of electrical and hemodynamic recordings from the human brain.
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| Title | Year | PMID |
|---|---|---|
| Advances in Electrophysiological Research. | 2015 | 26259089 |
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