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Volumn , Issue , 2007, Pages 826-829

A Brain Computer Interface based on FFT and multilayer neural network - feature extraction and generalization

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; FAST FOURIER TRANSFORMS; FEATURE EXTRACTION; MULTILAYERS; NEURAL NETWORKS;

EID: 43749098961     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISPACS.2007.4446015     Document Type: Conference Paper
Times cited : (21)

References (15)
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  • 2
    • 9144219526 scopus 로고    scopus 로고
    • Virtual keyboard controlled by spontaneous EEG activity
    • B. Obermaier G.R. Muller G. Pfurtscheller Virtual keyboard controlled by spontaneous EEG activity IEEE Trans. Neural Sys. Rehab. Eng 11 4 422 426 2003
    • (2003) IEEE Trans. Neural Sys. Rehab. Eng , vol.11 , Issue.4 , pp. 422-426
  • 3
    • 85177108997 scopus 로고    scopus 로고
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    • Motor imagery and direct brain-computer communication
    • G. Pfurtscheller C. Neuper Motor imagery and direct brain-computer communication Proc. IEEE 89 7 1123 1134 2001
    • (2001) Proc. IEEE , vol.89 , Issue.7 , pp. 1123-1134
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    • 85177140156 scopus 로고    scopus 로고
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    • 0041353047 scopus 로고    scopus 로고
    • Linear and non-linear methods for brain-computer interfaces
    • K.R. Muller C.W. Anderson G.E. Birch Linear and non-linear methods for brain-computer interfaces IEEE Trans. Neural Sys. Rehab. Eng 11 2 165 169 2003
    • (2003) IEEE Trans. Neural Sys. Rehab. Eng , vol.11 , Issue.2 , pp. 165-169
  • 7
    • 85177113136 scopus 로고    scopus 로고
    • J.R. Millan On the need for on-line learning in brain-computer interfaces Proc. IJCNN 2877 2882 2004
    • (2004) , pp. 2877-2882
  • 8
    • 4544278498 scopus 로고    scopus 로고
    • Conversion of EEG activity into cursor movement by a brain-computer interface (BCI)
    • G.E. Fabiani D.J. McFarland J.R. Wolpaw G. Pfurtscheller Conversion of EEG activity into cursor movement by a brain-computer interface (BCI) IEEE Trans. Neural Sys. Rehab. Eng 12 3 331 338 2004
    • (2004) IEEE Trans. Neural Sys. Rehab. Eng , vol.12 , Issue.3 , pp. 331-338
  • 9
    • 0034842383 scopus 로고    scopus 로고
    • Information transfer rate in a five-classes brain-computer interface
    • B. Obermaier C. Neuper C. Guger G. Pfurtscheller Information transfer rate in a five-classes brain-computer interface IEEE Trans. Neural Sys. Rehab. Eng 9 3 283 288 2001
    • (2001) IEEE Trans. Neural Sys. Rehab. Eng , vol.9 , Issue.3 , pp. 283-288
  • 10
    • 84974765171 scopus 로고
    • Determining mental state from EEG signals using neural networks
    • C.W. Anderson S.V. Devulapalli E.A. Stolz Determining mental state from EEG signals using neural networks Scientific Programming 4 3 171 183 1995
    • (1995) Scientific Programming , vol.4 , Issue.3 , pp. 171-183
  • 11
    • 85177132123 scopus 로고    scopus 로고
    • http://www.cs.colostate.edu/eeg
  • 12
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    • Event-dependent control of noise enhances learning in neurla networks
    • J. Robert M. Burton G.J. Mpitsos Event-dependent control of noise enhances learning in neurla networks Neural Networks 5 4 627 637 1992
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  • 13
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    • Simulated annealing and weight decay in adaptive learning: The SARPROP algorithm
    • N.K. Treadgold T.D. Gedeon Simulated annealing and weight decay in adaptive learning: The SARPROP algorithm IEEE Trans. Neural Networks 9 4 662 668 1998
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  • 14
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    • M. Tonomura K. Nakayama A hybrid learning algorithm for multilayer perceptrons to improve generalization under sparse training data conditions Proc. IJCNN2001 967 972 2001
    • (2001) , pp. 967-972
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    • K. Nakayama K. Inagaki A brain computer interface based on neural network with efficient pre-processing Proc. IEEE, ISPACS2006, Yonago 673 676 2006
    • (2006) , pp. 673-676


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.