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Volumn 34, Issue 3, 2014, Pages 159-168

Selection of an efficient feature space for EEG-based mental task discrimination

Author keywords

Electroencephalogram signals (EEG); Empirical mode decomposition (EMD); Lempel Ziv; Mental task

Indexed keywords

ADAPTATION; ADULT; ARTICLE; BIOMEDICAL ENGINEERING; CLASSIFICATION ALGORITHM; ELECTROENCEPHALOGRAM; HUMAN; LEMPEL ZIV COMPLEXITY ALGORITHM; MEASUREMENT ACCURACY; MENTAL TASK; PRIORITY JOURNAL; SIGNAL PROCESSING; SPATIAL DISCRIMINATION; SPECTROSCOPY; TASK PERFORMANCE;

EID: 84905571545     PISSN: 02085216     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bbe.2014.03.004     Document Type: Article
Times cited : (35)

References (35)
  • 1
    • 84905584653 scopus 로고    scopus 로고
    • New features extraction method for mental tasks classification based on the empirical mode decomposition
    • September, Minneapolis, Minnesota, USA
    • P.F. Diez, V.A. Mut, E. Laciar, A. Torres, and E. Avila New features extraction method for mental tasks classification based on the empirical mode decomposition Proc. 31st Annual International Conference of the IEEE/EMBS September, Minneapolis, Minnesota, USA 2009
    • (2009) Proc. 31st Annual International Conference of the IEEE/EMBS
    • Diez, P.F.1    Mut, V.A.2    Laciar, E.3    Torres, A.4    Avila, E.5
  • 3
    • 84863596910 scopus 로고    scopus 로고
    • A vision-free brain-computer interface (BCI) paradigm based on auditory selective attention
    • August 30-September 3, Boston, Massachusetts, USA
    • D.W. Kim, J.H. Cho, H.J. Hwang, J.H. Lim, and Ch.H. Im A vision-free brain-computer interface (BCI) paradigm based on auditory selective attention Proc. 33rd Annual International Conference of the IEEE EMBS August 30-September 3, Boston, Massachusetts, USA 2011
    • (2011) Proc. 33rd Annual International Conference of the IEEE EMBS
    • Kim, D.W.1    Cho, J.H.2    Hwang, H.J.3    Lim, J.H.4    Im, Ch.H.5
  • 4
    • 33644750479 scopus 로고    scopus 로고
    • A P300-based brain-computer interface: Initial tests by ALS patients
    • E.W. Sellers, and E. Donchin A P300-based brain-computer interface: initial tests by ALS patients Clin Neurophysiol 117 2006 538 548
    • (2006) Clin Neurophysiol , vol.117 , pp. 538-548
    • Sellers, E.W.1    Donchin, E.2
  • 5
    • 33845904679 scopus 로고    scopus 로고
    • Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
    • Z.L. Lin, C.S. Zhang, W. Wu, and X.R. Gao Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs IEEE Trans Biomed Eng 53 2006 2610 2614
    • (2006) IEEE Trans Biomed Eng , vol.53 , pp. 2610-2614
    • Lin, Z.L.1    Zhang, C.S.2    Wu, W.3    Gao, X.R.4
  • 6
    • 0025377855 scopus 로고
    • Brain structures participating in mental simulation of motor behavior: A neuropsychological interpretation
    • J. Decety, and D.H. Ingvar Brain structures participating in mental simulation of motor behavior: a neuropsychological interpretation Acta Psychol (Amst) 73 1990 13 34
    • (1990) Acta Psychol (Amst) , vol.73 , pp. 13-34
    • Decety, J.1    Ingvar, D.H.2
  • 11
    • 18144397499 scopus 로고    scopus 로고
    • Empirical mode decomposition: A method for analyzing neural data
    • H. Liang, S.L. Bressler, R. Desimone, and P. Fries Empirical mode decomposition: a method for analyzing neural data Neurocomputing 65-66 2005 801 807
    • (2005) Neurocomputing , vol.65-66 , pp. 801-807
    • Liang, H.1    Bressler, S.L.2    Desimone, R.3    Fries, P.4
  • 12
    • 33744476951 scopus 로고    scopus 로고
    • A combined independent component analysis (ICA)/empirical mode decomposition (EMD) method to infer corticomuscular coupling
    • March 16-19
    • M.J. McKeown, R. Saab, and R. Abu-Gharbieh A combined independent component analysis (ICA)/empirical mode decomposition (EMD) method to infer corticomuscular coupling Proc. 2nd IEEE EMBS Conference on Neural Engineering March 16-19 2005 679 682
    • (2005) Proc. 2nd IEEE EMBS Conference on Neural Engineering , pp. 679-682
    • McKeown, M.J.1    Saab, R.2    Abu-Gharbieh, R.3
  • 13
    • 36949039994 scopus 로고    scopus 로고
    • Analysis of respiratory mechanomyographic signals by means of the empirical mode decomposition
    • A. Torres, R. Jané, J.A. Fiz, E. Laciar, J.B. Galdiz, and J. Gea et al. Analysis of respiratory mechanomyographic signals by means of the empirical mode decomposition J Phys Conf Series 90 2007 1 8
    • (2007) J Phys Conf Series , vol.90 , pp. 1-8
    • Torres, A.1    Jané, R.2    Fiz, J.A.3    Laciar, E.4    Galdiz, J.B.5    Gea, J.6
  • 16
    • 34250021868 scopus 로고    scopus 로고
    • Multichannel EEG brain activity pattern analysis in time-frequency domain with nonnegative matrix factorization support
    • T.M. Rutkowsk, R. Zdunek, and A. Cichock Multichannel EEG brain activity pattern analysis in time-frequency domain with nonnegative matrix factorization support Int Cong Series 1301 2007 266 269
    • (2007) Int Cong Series , vol.1301 , pp. 266-269
    • Rutkowsk, T.M.1    Zdunek, R.2    Cichock, A.3
  • 18
    • 78650825327 scopus 로고    scopus 로고
    • Application of empirical mode decomposition and teager energy operator to EEG signals for mental task classification
    • August 31-September 4, Buenos Aires, Argentina
    • M. Kaleem, F. Sugavaneswaran, L. Guergachi, and A.S. Krishnan Application of empirical mode decomposition and teager energy operator to EEG signals for mental task classification 32nd Annual International Conference of the IEEE EMBS August 31-September 4, Buenos Aires, Argentina 2010
    • (2010) 32nd Annual International Conference of the IEEE EMBS
    • Kaleem, M.1    Sugavaneswaran, F.2    Guergachi, L.3    Krishnan, A.S.4
  • 19
    • 33749592391 scopus 로고    scopus 로고
    • Utilizing gamma band to improve mental task based brain-computer interface design
    • R. Palaniappan Utilizing gamma band to improve mental task based brain-computer interface design IEEE Trans Neural Syst Rehab Eng 14 3 2006 299 303
    • (2006) IEEE Trans Neural Syst Rehab Eng , vol.14 , Issue.3 , pp. 299-303
    • Palaniappan, R.1
  • 20
    • 0042354786 scopus 로고    scopus 로고
    • Comparison of linear, nonlinear, and feature selection methods for EEG signal classification
    • D. Garrett, D.A. Peterson, C.W. Anderson, and M.H. Thaut Comparison of linear, nonlinear, and feature selection methods for EEG signal classification IEEE Trans Neural Syst Rehab Eng 11 2003 141 144
    • (2003) IEEE Trans Neural Syst Rehab Eng , vol.11 , pp. 141-144
    • Garrett, D.1    Peterson, D.A.2    Anderson, C.W.3    Thaut, M.H.4
  • 21
    • 0025641634 scopus 로고
    • A new mode of communication between man and his surroundings
    • Z.A. Keirn, and J.I. Aunon A new mode of communication between man and his surroundings IEEE Trans Biomed Eng 37 1990 1209 1214
    • (1990) IEEE Trans Biomed Eng , vol.37 , pp. 1209-1214
    • Keirn, Z.A.1    Aunon, J.I.2
  • 25
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and Hilbert spectrum for nonlinear and nonstationary time series analysis
    • N.E. Huang, Z. Shen, S.R. Long, M.L. Wu, H.H. Shih, and Q. Zheng et al. The empirical mode decomposition and Hilbert spectrum for nonlinear and nonstationary time series analysis Proc Royal Soc Lond A 454 1998 903 995
    • (1998) Proc Royal Soc Lond A , vol.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3    Wu, M.L.4    Shih, H.H.5    Zheng, Q.6
  • 26
    • 33646129934 scopus 로고    scopus 로고
    • Mean frequency derived via Hilbert-Huang transform with application to fatigue EMG signal analysis
    • H. Xie, and Zh. Wang Mean frequency derived via Hilbert-Huang transform with application to fatigue EMG signal analysis J Comput Methods Programs Biomed 82 2 2006 114 120
    • (2006) J Comput Methods Programs Biomed , vol.82 , Issue.2 , pp. 114-120
    • Xie, H.1    Wang, Zh.2
  • 28
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • 623-56
    • C.E. Shannon A mathematical theory of communication AT&T Tec J 27 1948 379 423 623-56
    • (1948) AT&T Tec J , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 29
    • 0033949457 scopus 로고    scopus 로고
    • Physiological time-series analysis using approximate entropy and sample entropy
    • J.S. Richman, and J.R. Moorman Physiological time-series analysis using approximate entropy and sample entropy Am J Physiol Heart Circ Physiol 278 2000 2039 2049
    • (2000) Am J Physiol Heart Circ Physiol , vol.278 , pp. 2039-2049
    • Richman, J.S.1    Moorman, J.R.2
  • 31
    • 84859992918 scopus 로고    scopus 로고
    • Interpreting non-random signatures in biomedical signals with Lempel-Ziv complexity
    • August 30-September 3, New York, USA
    • N. Radhakrishnan, S. Janusz, and W. Eligiusz Interpreting non-random signatures in biomedical signals with Lempel-Ziv complexity Proc. 28th IEEE EMBS Annual International Conference August 30-September 3, New York, USA 2006 1190 1193
    • (2006) Proc. 28th IEEE EMBS Annual International Conference , pp. 1190-1193
    • Radhakrishnan, N.1    Janusz, S.2    Eligiusz, W.3
  • 32
    • 0016880887 scopus 로고
    • On the complexity of finite sequences
    • J. Ziv, and A. Lempel On the complexity of finite sequences IEEE Trans Inform Theory 22 1976 75 81
    • (1976) IEEE Trans Inform Theory , vol.22 , pp. 75-81
    • Ziv, J.1    Lempel, A.2
  • 33
    • 0032077575 scopus 로고    scopus 로고
    • Estimating egularity in epileptic seizure time-series
    • N. Radhakrishnan, and B.N. Gangadhar Estimating egularity in epileptic seizure time-series Proc IEEE Eng Med Biol Mag 17 3 1998 89 94
    • (1998) Proc IEEE Eng Med Biol Mag , vol.17 , Issue.3 , pp. 89-94
    • Radhakrishnan, N.1    Gangadhar, B.N.2
  • 34
    • 38949156621 scopus 로고    scopus 로고
    • A modified t-test feature selection method and its application on the hap map genotype data
    • N. Zhou, and L. Wang A modified t-test feature selection method and its application on the hap map genotype data J Genomics Proteomics Bioinform 5 3 2007 242 249
    • (2007) J Genomics Proteomics Bioinform , vol.5 , Issue.3 , pp. 242-249
    • Zhou, N.1    Wang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.