메뉴 건너뛰기




Volumn 5, Issue 3, 2013, Pages 1008-1014

Research on heuristic feature extraction and classification of EEG signal based on BCI data set

Author keywords

Brain Computer Interface (BCI); Electroencephalogram (EEG); Feature extraction; Genetic algorithm

Indexed keywords

BRAIN COMPUTER INTERFACE; ELECTRODES; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; GENETIC ALGORITHMS; OPTIMIZATION;

EID: 84873803951     PISSN: 20407459     EISSN: 20407467     Source Type: Journal    
DOI: 10.19026/rjaset.5.5055     Document Type: Article
Times cited : (7)

References (12)
  • 1
    • 33846901849 scopus 로고    scopus 로고
    • EEG recognition based on multiple types of information by using wavelet packet transform and neural networks
    • Shanghai, China
    • Baojun, W., J. Liu, B. Jing, P. Le, L. Yan and L. Guang, 2005. EEG recognition based on multiple types of information by using wavelet packet transform and neural networks. Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China, 5: 5377-5380.
    • (2005) Engineering in Medicine and Biology 27th Annual Conference , vol.5 , pp. 5377-5380
    • Baojun, W.1    Liu, J.2    Jing, B.3    Le, P.4    Yan, L.5    Guang, L.6
  • 2
    • 84873817603 scopus 로고    scopus 로고
    • Mental Ways to Make Music
    • London, Britain
    • Cane and Alan, 2005. Mental Ways to Make Music. Financial Times, London, Britain, pp: 12.
    • (2005) Financial Times , pp. 12
    • Cane, A.1
  • 3
    • 30744471122 scopus 로고    scopus 로고
    • Imagery-induced cortical excitability changes in stroke: A transcranial magnetic stimulation study [J]
    • Cicinelli, P., B. Marconi, M. Zaccagnini, P. Pasqualetti, M.M. Filipi and P.M. Rossini, 2006. Imagery-induced cortical excitability changes in stroke: A transcranial magnetic stimulation study [J]. Cerebral Cortex, 16(2): 247-253.
    • (2006) Cerebral Cortex , vol.16 , Issue.2 , pp. 247-253
    • Cicinelli, P.1    Marconi, B.2    Zaccagnini, M.3    Pasqualetti, P.4    Filipi, M.M.5    Rossini, P.M.6
  • 7
    • 0032735338 scopus 로고    scopus 로고
    • Activation of cortical and cerebellar motor areas during executed and imagined hand movements: An fMRI study [J]
    • Lotze, M., P. Montoya, M. Erb, E. Hulsmann, H. Flor, U. Klose, N. Birbaumer and W. Grodd, 1999. Activation of cortical and cerebellar motor areas during executed and imagined hand movements: An fMRI study [J]. J. Cognit. Neurosci., 11(5): 491-501.
    • (1999) J. Cognit. Neurosci. , vol.11 , Issue.5 , pp. 491-501
    • Lotze, M.1    Montoya, P.2    Erb, M.3    Hulsmann, E.4    Flor, H.5    Klose, U.6    Birbaumer, N.7    Grodd, W.8
  • 8
    • 2442701679 scopus 로고    scopus 로고
    • BCI Competition 2003--Data setIa: Combining gamma-band power with slow cortical potentials to improve single-trial classification of electroencephalographic signals
    • Mensh, B.D., J. Werfel and H.S. Seung, 2004. BCI Competition 2003--Data setIa: Combining gamma-band power with slow cortical potentials to improve single-trial classification of electroencephalographic signals. IEEE Trans. Biomed. Enq., 51(6): 1052-1056.
    • (2004) IEEE Trans. Biomed. Enq. , vol.51 , Issue.6 , pp. 1052-1056
    • Mensh, B.D.1    Werfel, J.2    Seung, H.S.3
  • 9
    • 0037299649 scopus 로고    scopus 로고
    • Cortical and cerebellar activity of the human brain during imagined and executed unimanual and bimanual movement sequences: A functional MRI study
    • Nair, D.G., K.L. Purkott, A. Fuchs, F. Steinberg and J.A.S. Kelso, 2003. Cortical and cerebellar activity of the human brain during imagined and executed unimanual and bimanual movement sequences: A functional MRI study. Cogn. Brain Res., 15(3): 250-260.
    • (2003) Cogn. Brain Res. , vol.15 , Issue.3 , pp. 250-260
    • Nair, D.G.1    Purkott, K.L.2    Fuchs, A.3    Steinberg, F.4    Kelso, J.A.S.5
  • 10
    • 26644451169 scopus 로고    scopus 로고
    • Frontal and parietal cortical ensembles predict single-trial muscle activity during reaching movements in primates [J]
    • Santucci, D.M., J.D. Kralik, M.A. Lebedev and M.A. Nicolelis, 2005. Frontal and parietal cortical ensembles predict single-trial muscle activity during reaching movements in primates [J]. Eur. J. Neurosci, 22(6): 1529-1540.
    • (2005) Eur. J. Neurosci , vol.22 , Issue.6 , pp. 1529-1540
    • Santucci, D.M.1    Kralik, J.D.2    Lebedev, M.A.3    Nicolelis, M.A.4
  • 11
    • 33646796021 scopus 로고    scopus 로고
    • Assessing features for electroencephalographic signal categorization
    • Speech and Signal Processing
    • Shiliang, S. and Z. Changshui, 2005. Assessing features for electroencephalographic signal categorization. IEEE International Conference on Acoustics, Speech and Signal Processing, pp: 417-420.
    • (2005) IEEE International Conference on Acoustics , pp. 417-420
    • Shiliang, S.1    Changshui, Z.2
  • 12
    • 43749102069 scopus 로고    scopus 로고
    • EEG feature extraction based on wavelet packet decomposition for brain computer interface
    • Wu, T., Y. Guo-Zheng, Y. Bang-Hua and H. Sun, 2008. EEG feature extraction based on wavelet packet decomposition for brain computer interface. Measurement, 41(6): 618-625.
    • (2008) Measurement , vol.41 , Issue.6 , pp. 618-625
    • Wu, T.1    Guo-Zheng, Y.2    Bang-Hua, Y.3    Sun, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.