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Volumn 6, Issue , 2007, Pages

Evolutionary optimization of classifiers and features for single-trial EEG Discrimination

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN COMPUTER INTERFACE; FINGER MOVEMENT; LINEAR WRAPPER METHOD;

EID: 35548987937     PISSN: 1475925X     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-6-32     Document Type: Article
Times cited : (31)

References (31)
  • 3
    • 33750449696 scopus 로고    scopus 로고
    • Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control
    • 10.1111/j.1469-8986.2006.00456.x 17076808
    • Birbaumer N: Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control. Psychophysiology 2006, 43(6):517-32. 10.1111/j.1469-8986.2006.00456.x 17076808
    • (2006) Psychophysiology , vol.43 , pp. 517-532
    • Birbaumer, N.1
  • 4
    • 19444368969 scopus 로고    scopus 로고
    • EEG-based neuroprosthesis control: A step towards clinical practice
    • 10.1016/j.neulet.2005.03.021 15911143
    • Müller-Putz GR Scherer R Pfurtscheller G Rupp R: EEG-based neuroprosthesis control: A step towards clinical practice. Neuroscience Letters 2005, 382:169-174. 10.1016/j.neulet.2005.03.021 15911143
    • (2005) Neuroscience Letters , vol.382 , pp. 169-174
    • Müller-Putz, G.R.1    Scherer, R.2    Pfurtscheller, G.3    Rupp, R.4
  • 5
    • 2442655412 scopus 로고    scopus 로고
    • Classification of single-trial electroencephalogram during finger movement
    • 10.1109/TBME.2004.826688 15188873
    • Li Y Gao X Liu H Gao S Classification of single-trial electroencephalogram during finger movement IEEE Transactions on biomedical engineering 2004, 51(6):1019-1025. 10.1109/TBME.2004.826688 15188873
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.6 , pp. 1019-1025
    • Li, Y.1    Gao, X.2    Liu, H.3    Gao, S.4
  • 6
    • 0034868606 scopus 로고    scopus 로고
    • Hidden Markov models for online classification of single trial EEG data
    • 10.1016/S0167-8655(01)00075-7
    • Obermaier B Guger C Neuper C Pfurtscheller G: Hidden Markov models for online classification of single trial EEG data. Pattern Recognition Letters 2001, 22(12):1299-1309. 10.1016/S0167-8655(01)00075-7
    • (2001) Pattern Recognition Letters , vol.22 , pp. 1299-1309
    • Obermaier, B.1    Guger, C.2    Neuper, C.3    Pfurtscheller, G.4
  • 7
    • 0034209314 scopus 로고    scopus 로고
    • EEG-based discrimination between imagination of left and right hand movements using adaptive gaussian representation
    • 10.1016/S1350-4533(00)00051-5 11121767
    • Costa EJX Cabral EF Jr: EEG-based discrimination between imagination of left and right hand movements using adaptive gaussian representation. Medical Engineering & Physics 2000, 22:345-348. 10.1016/ S1350-4533(00)00051-5 11121767
    • (2000) Medical Engineering & Physics , vol.22 , pp. 345-348
    • Costa, E.J.X.1    Cabral Jr., E.F.2
  • 8
    • 0028961993 scopus 로고
    • Mental representations of movements. Brain potentials associated with imagination of hand movements
    • 10.1016/0168-5597(94)00226-5
    • Beisteiner R Hollinger G Lindinger WL Berthoz A: Mental representations of movements. Brain potentials associated with imagination of hand movements. Electroencephalography and clinical Neurophysiology 1995, 96:183-193. 10.1016/0168-5597(94)00226-5
    • (1995) Electroencephalography and Clinical Neurophysiology , vol.96 , pp. 183-193
    • Beisteiner, R.1    Hollinger, G.2    Lindinger, W.L.3    Berthoz, A.4
  • 10
    • 0036480598 scopus 로고    scopus 로고
    • Relevant EEG features for the classification of spontaneous motor-related tasks
    • 10.1007/s004220100282 11908842
    • Millán J Franze M Mourin̂o J Cincotti F Babiloni F Relevant EEG features for the classification of spontaneous motor-related tasks. Biological Cybernetics 2002, 86:89-95. 10.1007/s004220100282 11908842
    • (2002) Biological Cybernetics , vol.86 , pp. 89-95
    • Millán, J.1    Franze, M.2    Mourin̂o, J.3    Cincotti, F.4    Babiloni, F.5
  • 11
    • 2442676628 scopus 로고    scopus 로고
    • Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis
    • 10.1109/TBME.2004.826671 15188863
    • Graimann B Huggins JE Levine SP Pfurtscheller G: Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis. IEEE Transactions on Biomedical Engineering 2004, 51(6):954-62. 10.1109/TBME.2004.826671 15188863
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.6 , pp. 954-962
    • Graimann, B.1    Huggins, J.E.2    Levine, S.P.3    Pfurtscheller, G.4
  • 12
    • 0036762783 scopus 로고    scopus 로고
    • Feature selection for the classification of movements from single movement-related potentials
    • 10.1109/TNSRE.2002.802875
    • Yom-Tov E Inbar GF: Feature selection for the classification of movements from single movement-related potentials. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2002, 10(3):170-177. 10.1109/TNSRE.2002.802875
    • (2002) IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.10 , Issue.3 , pp. 170-177
    • Yom-Tov, E.1    Inbar, G.F.2
  • 14
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • 10.1016/S0004-3702(97)00063-5
    • Blum A Langley P Selection of relevant features and examples in machine learning Artificial Intelligence 1997, 97(1-2):245-271. 10.1016/ S0004-3702(97)00063-5
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 15
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • 10.1016/S0004-3702(97)00043-X
    • Kohavi R John GH: Wrappers for feature subset selection. Artificial Intelligence 1997, 97 (1-2): 273-324. 10.1016/S0004-3702(97)00043-X
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 17
    • 58149219602 scopus 로고    scopus 로고
    • Genetic algorithm for feature subset selection with exploitation of feature correlations from continuous wavelet transform: A real-case application
    • Dijck GV Hulle MMV Wevers M: Genetic algorithm for feature subset selection with exploitation of feature correlations from continuous wavelet transform: A real-case application. International Journal of Computational Intelligence 2004, 1(4):308-312.
    • (2004) International Journal of Computational Intelligence , vol.1 , Issue.4 , pp. 308-312
    • Dijck, G.V.1    Hulle, M.M.V.2    Wevers, M.3
  • 18
    • 0033362601 scopus 로고    scopus 로고
    • Evolving artificial neural networks
    • 10.1109/5.784219
    • Yao X: Evolving artificial neural networks. Proceedings of the IEEE 1999, 87:1423-1447. 10.1109/5.784219
    • (1999) Proceedings of the IEEE , vol.87 , pp. 1423-1447
    • Yao, X.1
  • 19
    • 0036594106 scopus 로고    scopus 로고
    • Evolving neural networks through augmenting topologies
    • 10.1162/106365602320169811 12180173
    • Stanley KO Miikkulainen R: Evolving neural networks through augmenting topologies. Evol Comput 2002, 10(2):99-127. 10.1162/106365602320169811 12180173
    • (2002) Evol Comput , vol.10 , Issue.2 , pp. 99-127
    • Stanley, K.O.1    Miikkulainen, R.2
  • 21
    • 29544449017 scopus 로고    scopus 로고
    • Improving the prediction of the clinical outcome of breast cancer using evolutionary algorithms
    • 10.1007/s00500-005-0492-x
    • Wahde M: Improving the prediction of the clinical outcome of breast cancer using evolutionary algorithms. Soft Computing 2006, 10:338-345. 10.1007/s00500-005-0492-x
    • (2006) Soft Computing , vol.10 , pp. 338-345
    • Wahde, M.1
  • 22
    • 35548961163 scopus 로고    scopus 로고
    • Single-trial EEG discrimination using wavelets, artificial neural networks and evolutionary algorithms
    • Washington DC, USA, No. 520.4
    • Åberg M Wessberg J: Single-trial EEG discrimination using wavelets, artificial neural networks and evolutionary algorithms. Society for Neuroscience 35th Annual Meeting, Washington DC, USA, No. 520.4 2005.
    • (2005) Society for Neuroscience 35th Annual Meeting
    • Åberg, M.1    Wessberg, J.2
  • 23
    • 0032775506 scopus 로고    scopus 로고
    • Feature extraction of event-related potentials using wavelets: An application to human performance monitoring
    • 10.1006/brln.1998.2026
    • Trejo L Shensa M: Feature extraction of event-related potentials using wavelets: An application to human performance monitoring. Brain and Language 1999, 66:89-107(19). 10.1006/brln.1998.2026
    • (1999) Brain and Language , vol.66 , Issue.19 , pp. 89-107
    • Trejo, L.1    Shensa, M.2
  • 25
    • 1542375343 scopus 로고    scopus 로고
    • Wavelet-based processing of neuronal spike trains prior to discriminant analysis
    • 10.1016/j.jneumeth.2003.11.007
    • Laubach M: Wavelet-based processing of neuronal spike trains prior to discriminant analysis. Journal of Neuroscience Methods 2003, 134(2):159-168. 10.1016/j.jneumeth.2003.11.007
    • (2003) Journal of Neuroscience Methods , vol.134 , Issue.2 , pp. 159-168
    • Laubach, M.1
  • 27
    • 35548935409 scopus 로고    scopus 로고
    • EEGLAB http://www.sccn.ucsd.edu/eeglab/
    • EEGLAB
  • 29
    • 0041353047 scopus 로고    scopus 로고
    • Linear and nonlinear methods for brain-computer interfaces
    • 10.1109/TNSRE.2003.814484 12899264
    • Müller K Anderson CW Birch GE: Linear and nonlinear methods for brain-computer interfaces IEEE. Trans Neural Syst Rehabil Eng 2003, 11(2):165-9. 10.1109/TNSRE.2003.814484 12899264
    • (2003) IEEE Trans Neural Syst Rehabil Eng , vol.11 , Issue.2 , pp. 165-169
    • Müller, K.1    Anderson, C.W.2    Birch, G.E.3
  • 30
    • 0042354786 scopus 로고    scopus 로고
    • Comparison of linear, nonlinear, and feature selection methods for EEG signal classification
    • 10.1109/TNSRE.2003.814441 12899257
    • Garrett D Peterson D Anderson C Thaut M: Comparison of linear, nonlinear, and feature selection methods for EEG signal classification. IEEE Trans Neural Syst Rehabil Eng 2003, 11(2):141-4. 10.1109/ TNSRE.2003.814441 12899257
    • (2003) IEEE Trans Neural Syst Rehabil Eng , vol.11 , Issue.2 , pp. 141-144
    • Garrett, D.1    Peterson, D.2    Anderson, C.3    Thaut, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.