Relevant Feature Selection from EEG Signal for Mental Task Classification
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Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/978-3-642-30220-6_36.pdf
Reference31 articles.
1. Anderson, W.C., Stolz, E.A., Shamsunder, S.: Multivariate autoregressive models for classification of spontaneous electroencephalographic signals during mental tasks. IEEE Trans. Biomed. Eng. 45(3), 277–286 (1998)
2. Babiloni, F., Cincotti, F., Lazzarini, L., Millan, J., Mourino, J., Varsta, M., Heikkonen, J., Bianchi, L., Marciani, M.G.: Linear classification of low-resolution EEG patterns produced by imagined hand movements. IEEE Trans. Rehabil. Eng. 8(2), 186–188 (2000)
3. Basseville, M., Benveniste, A.: Sequential segmentation of nonstationary digital signals using spectral analysis. Information Science 29(1), 57–73 (1983)
4. Richard, O., Peter, E., David, G.: Pattern Classification, 2nd edn. Wiley India (P) Ltd
5. Diez, P.F., Mut, V., Laciar, E.: A location of the empirical mode decomposition to the extraction of features from EEG signals for mental task classification. In: 31st Annual Int. Conference of the IEEE EMBS, Minnesota, pp. 2579–2582 (2009)
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