메뉴 건너뛰기




Volumn , Issue , 2009, Pages 287-292

Brain decoding of texture processing using independent component analysis and support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN ACTIVATION; BRAIN PROCESSING; EEG SIGNALS; INVERSE SOURCE; MACHINE LEARNING ALGORITHMS; SOMATOSENSORY CORTEX; TACTILE STIMULATION; TEMPORAL PATTERN; TEXTURE CODING; TEXTURE PROCESSING;

EID: 71249158260     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WISP.2009.5286551     Document Type: Conference Paper
Times cited : (3)

References (24)
  • 2
    • 1242289566 scopus 로고    scopus 로고
    • Comparison of algorithms for the localization of focal sources: Evaluation with simulated data and analysis of experimental data
    • R. Grave de Peralta and S. Gonzales, "Comparison of algorithms for the localization of focal sources: evaluation with simulated data and analysis of experimental data." Internat. Journal of Bioelectromagnetism, 2002.
    • (2002) Internat. Journal of Bioelectromagnetism
    • Grave de Peralta, R.1    Gonzales, S.2
  • 4
    • 0021958843 scopus 로고
    • Electrical sources in human somatosensory cortex: Identification by combined magnetic and potential recordings
    • C. Wood, D. Cohen, B. Cuffin, M. Yarita, and T. Allison, "Electrical sources in human somatosensory cortex: identification by combined magnetic and potential recordings." Science, vol. 227, pp. 1051-1053., 1985.
    • (1985) Science , vol.227 , pp. 1051-1053
    • Wood, C.1    Cohen, D.2    Cuffin, B.3    Yarita, M.4    Allison, T.5
  • 5
    • 0025138342 scopus 로고
    • Human somatosensory evoked potentials to mechanical pulses and vibration: Contributions of si and sii somatosensory cortices to p50 and p100 components
    • H. Hämäläinen, J. Kekoni, M. Sams, K. Reinikainen, and R. Näätänen, "Human somatosensory evoked potentials to mechanical pulses and vibration: contributions of si and sii somatosensory cortices to p50 and p100 components." Electroencephalography and Clinical Neurophysiology, vol. 75, pp. 13-21, 1990.
    • (1990) Electroencephalography and Clinical Neurophysiology , vol.75 , pp. 13-21
    • Hämäläinen, H.1    Kekoni, J.2    Sams, M.3    Reinikainen, K.4    Näätänen, R.5
  • 6
    • 0018888763 scopus 로고
    • Evoked potentials elicited by long vibrotactile stimuli in the human eeg
    • R. Hari, "Evoked potentials elicited by long vibrotactile stimuli in the human eeg." Pflugers Archiv, vol. 384, pp. 167-170, 1980.
    • (1980) Pflugers Archiv , vol.384 , pp. 167-170
    • Hari, R.1
  • 7
    • 33748793100 scopus 로고    scopus 로고
    • Identification and characterization of somatosensory off responses
    • L. Spackman, S. Boyd, and T. Towll, "Identification and characterization of somatosensory off responses." Brain Research, vol. 1114, pp. 53-62, 2006.
    • (2006) Brain Research , vol.1114 , pp. 53-62
    • Spackman, L.1    Boyd, S.2    Towll, T.3
  • 8
    • 0031018568 scopus 로고    scopus 로고
    • Periodic microstimulation of single mechanoreceptive afferents produces frequency-following responses in human eeg
    • E. Kelly, M. Trulsson, and S. Folger, "Periodic microstimulation of single mechanoreceptive afferents produces frequency-following responses in human eeg." Journal of Neurophysiology, vol. 77, pp. 137-44, 1997.
    • (1997) Journal of Neurophysiology , vol.77 , pp. 137-144
    • Kelly, E.1    Trulsson, M.2    Folger, S.3
  • 9
    • 0030960814 scopus 로고    scopus 로고
    • Neuronal encoding of texture changes in the primary and the secondary somatosensory cortical areas of monkeys during passive texture discrimination
    • Mar
    • W. Jiang, F. Tremblay, and C. E. Chapman, "Neuronal encoding of texture changes in the primary and the secondary somatosensory cortical areas of monkeys during passive texture discrimination." J Neurophysiol, vol. 77, no. 3, pp. 1656-1662, Mar 1997.
    • (1997) J Neurophysiol , vol.77 , Issue.3 , pp. 1656-1662
    • Jiang, W.1    Tremblay, F.2    Chapman, C.E.3
  • 10
    • 0032539830 scopus 로고    scopus 로고
    • Shape and roughness activate different somatosensory areas in the human brain
    • Mar
    • P. E. Roland, B. O'Sullivan, and R. Kawashima, "Shape and roughness activate different somatosensory areas in the human brain." Proc Natl Acad Sci U S A, vol. 95, no. 6, pp. 3295-3300, Mar 1998.
    • (1998) Proc Natl Acad Sci U S A , vol.95 , Issue.6 , pp. 3295-3300
    • Roland, P.E.1    O'Sullivan, B.2    Kawashima, R.3
  • 11
    • 0028416938 scopus 로고
    • Independent component analysis: A new concept?
    • P. Comon, "Independent component analysis: a new concept?" Signal Processing, vol. 36, no. 3, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 13
    • 36549024116 scopus 로고    scopus 로고
    • Exploration of computational methods for classification of movement intention during human voluntary movement from single trial eeg
    • Dec, Online, Available
    • O. Bai, P. Lin, S. Vorbach, J. Li, S. Furlani, and M. Hallett, "Exploration of computational methods for classification of movement intention during human voluntary movement from single trial eeg." Clin Neurophysiol, vol. 118, no. 12, pp. 2637-2655, Dec 2007. [Online]. Available: http://dx.doi.org/10.1016/j.clinph.2007.08.025
    • (2007) Clin Neurophysiol , vol.118 , Issue.12 , pp. 2637-2655
    • Bai, O.1    Lin, P.2    Vorbach, S.3    Li, J.4    Furlani, S.5    Hallett, M.6
  • 14
    • 1242283941 scopus 로고    scopus 로고
    • Eeglab: An open source toolbox for analysis of single-trial eeg dynamics
    • A. Delorme and S. Makeig, "Eeglab: an open source toolbox for analysis of single-trial eeg dynamics." Journal of Neuroscience Methods, vol. 134, pp. 9-21, 2004.
    • (2004) Journal of Neuroscience Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 16
    • 28444448411 scopus 로고    scopus 로고
    • Permutation, Parametric, and Bootstrap Tests of Hypotheses
    • Secaucus, NJ, USA: Springer-Verlag New York, Inc
    • P. I. Good, Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics). Secaucus, NJ, USA: Springer-Verlag New York, Inc., 2004.
    • (2004) Springer Series in Statistics
    • Good, P.I.1
  • 17
    • 18744416247 scopus 로고    scopus 로고
    • Tactile motion activates the human middle temporal/v5 (mt/v5) complex
    • Sep
    • M. C. Hagen, O. Franzn, F. McGlone, G. Essick, C. Dancer, and J. V. Pardo, "Tactile motion activates the human middle temporal/v5 (mt/v5) complex." Eur J Neurosci, vol. 16, no. 5, pp. 957-964, Sep 2002.
    • (2002) Eur J Neurosci , vol.16 , Issue.5 , pp. 957-964
    • Hagen, M.C.1    Franzn, O.2    McGlone, F.3    Essick, G.4    Dancer, C.5    Pardo, J.V.6
  • 18
    • 34547687637 scopus 로고    scopus 로고
    • Human mst but not mt responds to tactile stimulation
    • Aug, Online, Available
    • M. S. Beauchamp, N. E. Yasar, N. Kishan, and T. Ro, "Human mst but not mt responds to tactile stimulation." J Neurosci, vol. 27, no. 31, pp. 8261-8267, Aug 2007. [Online]. Available: http://dx.doi.org/10.1523/ JNEUROSCI.0754-07.2007
    • (2007) J Neurosci , vol.27 , Issue.31 , pp. 8261-8267
    • Beauchamp, M.S.1    Yasar, N.E.2    Kishan, N.3    Ro, T.4
  • 19
    • 33646157945 scopus 로고    scopus 로고
    • M. Schrmann, G. Caetano, Y. Hlushchuk, V. Jousmki, and R. Hari, Touch activates human auditory cortex. Neuroimage, 30, no. 4, pp. 1325-1331, May 2006. [Online]. Available: http: //dx.doi.org/10.1016/ j.neuroimage.2005.11.020
    • M. Schrmann, G. Caetano, Y. Hlushchuk, V. Jousmki, and R. Hari, "Touch activates human auditory cortex." Neuroimage, vol. 30, no. 4, pp. 1325-1331, May 2006. [Online]. Available: http: //dx.doi.org/10.1016/ j.neuroimage.2005.11.020
  • 21
    • 67349258585 scopus 로고    scopus 로고
    • Semi-automatic identification of independent components representing eeg artifact
    • May, Online, Available
    • F. C. Viola, J. Thorne, B. Edmonds, T. Schneider, T. Eichele, and S. Debener, "Semi-automatic identification of independent components representing eeg artifact." Clin Neurophysiol, vol. 120, no. 5, pp. 868-877, May 2009. [Online]. Available: http://dx.doi.org/10.1016/j. clinph.2009.01.015
    • (2009) Clin Neurophysiol , vol.120 , Issue.5 , pp. 868-877
    • Viola, F.C.1    Thorne, J.2    Edmonds, B.3    Schneider, T.4    Eichele, T.5    Debener, S.6
  • 22
    • 35548987937 scopus 로고    scopus 로고
    • Evolutionary optimization of classifiers and features for single trial EEG discrimination
    • M. C. Åberg and J. Wessberg, "Evolutionary optimization of classifiers and features for single trial EEG discrimination," BioMedical Engineering Online, vol. 6, no. 32, 2007.
    • (2007) BioMedical Engineering Online , vol.6 , Issue.32
    • Åberg, M.C.1    Wessberg, J.2
  • 23
    • 0032775506 scopus 로고    scopus 로고
    • Feature extraction of event-related potentials using wavelets: An application to human performance monitoring
    • January
    • L. Trejo and M. Shensa, "Feature extraction of event-related potentials using wavelets: An application to human performance monitoring," Brain and Language, vol. 66, pp. 89-107(19), January 1999.
    • (1999) Brain and Language , vol.66 , Issue.19 , pp. 89-107
    • Trejo, L.1    Shensa, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.