Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces

Signal Processing

Volumn 87, Issue 7, 2007, Pages 1569-1574

  Yang, Bang hua ^a   Yan, Guo zheng ^b   Wu, Ting ^b   Yan, Rong guo ^b  

^a SHANGHAI UNIVERSITY   (China)

^b SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Brain computer interface (BCI); Electroencephalogram (EEG); Fuzzy sets; Subject based feature extraction; Wavelet packet transform (WPT)

Indexed keywords

ALGORITHMS; ELECTROENCEPHALOGRAPHY; FUZZY SETS; HUMAN COMPUTER INTERACTION; INTERFACES (COMPUTER); WAVELET TRANSFORMS;

BRAIN-COMPUTER INTERFACE (BCI); SUBJECT-BASED FEATURE EXTRACTION; WAVELET PACKET TRANSFORMS (WPT);

FEATURE EXTRACTION;

EID: 33947428811     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2006.12.018     Document Type: Article

References (11)

1. Wolpaw J.R., Birbaumer N., and Heetderks W.J. Brain computer interface technology: a review of the first international meeting. IEEE Trans. Rehab. Eng. 8 2 (2000) 64-73
2. Millán J.d.R., Mouriño J., Franzé M., Cincotti F., and Varsta M. A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Trans. Neural Networks 13 3 (2002) 678-686
3. Galka A. Advanced Series in Non-linear Dynamics (2000), World Science Publishers
4. Vuckovic A., Radivojevic V., Andrew C.N., and Popovic C.D. Automatic recognition of alertness and drowsiness from EEG by an artificial neural network. Med. Eng. Phys. 24 5 (2002) 349-360
5. J.Z. Xue, H. Zhang, C.X. Zheng, X.G. Yan, Wavelet packet transform for feature extraction of EEG during mental tasks, in: Proceedings of the Second International Conference on Machine Learning and Cybernetics, Xi'an, 2003, pp. 360-363.
6. Mitra S., and Pal S.K. Fuzzy sets in pattern recognition and machine intelligence. Fuzzy Sets Syst. 156 3 (2005) 381-386
7. Saito N., and Coifman R.R. Local discriminant bases and their applications. J. Math. Vis. Imag. 5 4 (1995) 337-358
8. Zadeh L.A. Fuzzy sets. Inform. Control. 8 (1965) 338-353
9. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms (1981), Kluwer
10. Doppelmayr M., Klimesch W., Pachinger T., and Ripper B. Individual differences in brain dynamics: important implications for the calculation of event-related band power. Biol. Cybern. 79 (1998) 49-97
11. Mao K.Z., Tan K.C., and Ser W. Probabilistic neural-network structure determination for pattern classification. IEEE Trans. Neural Networks 11 4 (2000) 1010-1017