Wavelet Transform and Singular Value Decomposition of EEG Signal for Pattern Recognition of Complicated Hand Activities

Author:

Zhang Xiaodong,Diao Weifeng,Cheng Zhiqiang

Publisher

Springer Berlin Heidelberg

Reference10 articles.

1. Medl, A., Flotzinger, D.: Hilbert-transform based predictions of hand movements from EEG measurements. Engineering in Medicine and Biology Society, 1992, vol. 14. In: Proceedings of the Annual International Conference of the IEEE, vol. 6 (October 29- November 1, 1992)

2. Erfanian, A., Moghaddas, S.: Prediction of hand movement from the event-related EEG using neural networks, Engineering in Medicine and Biology, 1999. In: 21st Annual Conf. and the 1999 Annual Fall Meeting of the Biomedical Engineering Soc., 1999. Proceedings of the First Joint BMES/EMBS Conference, vol. 1, pp. 13–16 (October 1999)

3. Pilla Jr, V.: Detection of movement-related desynchronization of the EEG using neural networks. Engineering in Medicine and Biology Society, 2000. In: Proceedings of the 22nd Annual International Conference of the IEEE, vol. 2, pp. 23–28 (July 2000)

4. Stastny, J., Sovka, P.: EEG signal classification. Engineering in Medicine and Biology Society 2001. In: Proceedings of the 23rd Annual International Conference of the IEEE, vol. 2, pp. 25–28 (October 2001)

5. Wang, Y.J., Zhang, Z.G.: BCI Competition 2003—Data Set IV: An Algorithm Based on CSSD and FDA for Classifying Single-Trial EEG. Biomedical Engineering. IEEE Transactions on, 51(6) (June 2004)

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