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Volumn 12, Issue 10, 2005, Pages 721-724

Artifact removal from electroencephalograms using a hybrid BSS-SVM algorithm

Author keywords

Artifact removal; Blind source separation (BSS); Electroencephalogram (EEG); Electrooculogram; Support vector machines (SVMs)

Indexed keywords

BLIND SOURCE SEPARATION; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; LEARNING ALGORITHMS; LEARNING SYSTEMS; SIGNAL INTERFERENCE; STATISTICAL METHODS; VECTORS;

EID: 26844487467     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2005.855539     Document Type: Article
Times cited : (126)

References (12)
  • 1
  • 2
    • 0002682960 scopus 로고    scopus 로고
    • "Dealing with artifacts: The EOG contamination of the event-related brain potential"
    • G. Gratton, "Dealing with artifacts: the EOG contamination of the event-related brain potential," Behav. Res. Method., Instrum., Comput., vol. 30, no. 1, pp. 40-41, 1998.
    • (1998) Behav. Res. Method., Instrum., Comput. , vol.30 , Issue.1 , pp. 40-41
    • Gratton, G.1
  • 3
    • 0027371166 scopus 로고
    • "Ocular artifacts in EEG and event-related potentials, I: Scalp topography"
    • O. G. Lins, T. W. Picton, P. Berg, and M. Scherg, "Ocular artifacts in EEG and event-related potentials, I: Scalp topography," Brain Topography, vol. 6, pp. 51-63, 1993.
    • (1993) Brain Topography , vol.6 , pp. 51-63
    • Lins, O.G.1    Picton, T.W.2    Berg, P.3    Scherg, M.4
  • 4
    • 0034793588 scopus 로고    scopus 로고
    • "Preprocessing and time-frequency analysis of newborn EEG seizures"
    • Sep.-Oct
    • P. Celka, B. Boashash, and P. Colditz, "Preprocessing and time-frequency analysis of newborn EEG seizures," IEEE Eng. Med. Biol. Mag., vol. 20, no. 5, pp. 30-39, Sep.-Oct, 2001.
    • (2001) IEEE Eng. Med. Biol. Mag. , vol.20 , Issue.5 , pp. 30-39
    • Celka, P.1    Boashash, B.2    Colditz, P.3
  • 6
    • 1942472547 scopus 로고    scopus 로고
    • "Automatic removal of eye movement and blink artifacts from EEG data using blind component separation"
    • C. A. Joyce, I. Gorodnitsky, and M. Kautas, "Automatic removal of eye movement and blink artifacts from EEG data using blind component separation," Psychophysiol., vol. 41, pp. 313-325, 2004.
    • (2004) Psychophysiol. , vol.41 , pp. 313-325
    • Joyce, C.A.1    Gorodnitsky, I.2    Kautas, M.3
  • 7
    • 33646242107 scopus 로고    scopus 로고
    • "Joint diagonalization of correlation matricies by using gradient methods with application to blind signal processing"
    • M. Joho and H. Mathis, "Joint diagonalization of correlation matricies by using gradient methods with application to blind signal processing," in Proc. 1st Annu. Conf. Sensor Array Multichannel Signal Process., 2002, pp. 273-277.
    • (2002) Proc. 1st Annu. Conf. Sensor Array Multichannel Signal Process. , pp. 273-277
    • Joho, M.1    Mathis, H.2
  • 8
    • 0003582542 scopus 로고
    • "AMUSE: A new blind identification algorithm"
    • New Orleans, LA
    • L. Tong. V. Soon, R. Liu, and Y. Huang, "AMUSE: a new blind identification algorithm," in Proc. ISCAS, New Orleans, LA, 1990.
    • (1990) Proc. ISCAS
    • Tong, L.1    Soon, V.2    Liu, R.3    Huang, Y.4
  • 10
    • 0003425664 scopus 로고    scopus 로고
    • "Support vector machines for classification and regression"
    • Tech. Rep., Univ. of Southampton, Southampton, U.K
    • S. Gunn, "Support vector machines for classification and regression," Tech. Rep., Univ. of Southampton, Southampton, U.K., 1998.
    • (1998)
    • Gunn, S.1
  • 11
    • 26844463287 scopus 로고    scopus 로고
    • Centre of DSP, Cardiff University website.. [Online]. Available:
    • Centre of DSP, Cardiff University website.. [Online]. Available: http://www.engin.cf.ac.uk/research/groups/cdsp/index.html
  • 12
    • 54249163198 scopus 로고    scopus 로고
    • Support Vector Machines
    • University of Southampton. [Online]. Available:
    • S. Gunn. Support Vector Machines. University of Southampton. [Online]. Available: http://www.isis.ecs.soton.ac.uk/resources/svminfo/
    • Gunn, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.