메뉴 건너뛰기




Volumn 21, Issue 2-3, 2009, Pages 161-175

GLM and SVM analyses of neural response to tonal and atonal stimuli: New techniques and a comparison

Author keywords

FMRI; General linear model; Machine learning; Music cognition; Support vector machine

Indexed keywords

BLOOD OXYGEN LEVEL DEPENDENTS; CLASSIFICATION TASKS; COGNITIVE FUNCTIONS; FMRI; GENERAL LINEAR MODELING; MUSIC COGNITION; PRE-PROCESSING STEP; PREDICTION PERFORMANCE;

EID: 70449629178     PISSN: 09540091     EISSN: 13600494     Source Type: Journal    
DOI: 10.1080/09540090902733863     Document Type: Article
Times cited : (10)

References (26)
  • 3
    • 0037765189 scopus 로고    scopus 로고
    • Patterns ofActivity in the Categorical Representations of Objects
    • Carlson, T.A., Schrater, P., and He, S. (2003), 'Patterns ofActivity in the Categorical Representations of Objects', Journal of Cognitive Neuroscience, 15, 704-717.
    • (2003) Journal of Cognitive Neuroscience , vol.15 , pp. 704-717
    • Carlson, T.A.1    Schrater, P.2    He, S.3
  • 4
    • 0041737619 scopus 로고    scopus 로고
    • Functional Magnetic Resonance Imaging (fMRI) "Brain Reading": Detecting and Classifying Distributed Patterns of fMRI Activity in Human Visual Cortex
    • Cox, D.D., and Savoy, R.L. (2003), 'Functional Magnetic Resonance Imaging (fMRI) "Brain Reading": Detecting and Classifying Distributed Patterns of fMRI Activity in Human Visual Cortex', Neuroimage, 19, 261-270.
    • (2003) Neuroimage , vol.19 , pp. 261-270
    • Cox, D.D.1    Savoy, R.L.2
  • 6
    • 27544453543 scopus 로고    scopus 로고
    • Classifying Spatial Patterns of Brain Activity with Machine Learning Methods: Application to Lie Detection
    • Davatzikos, C., Ruparel, K., Fan, Y., Shen, D.G., Acharyya, M., Loughead, J.W., Gur, R.C., and Langleben, D.D. (2005), 'Classifying Spatial Patterns of Brain Activity with Machine Learning Methods: Application to Lie Detection', NeuroImage, 28, 663-668.
    • (2005) NeuroImage , vol.28 , pp. 663-668
    • Davatzikos, C.1    Ruparel, K.2    Fan, Y.3    Shen, D.G.4    Acharyya, M.5    Loughead, J.W.6    Gur, R.C.7    Langleben, D.D.8
  • 7
    • 70449659922 scopus 로고    scopus 로고
    • An fMRI Study of Neural Correlates of Musical Tonality and Atonality
    • submitted for publication
    • Durrant, S., Miranda, E., Brechmann, A., and Scheich, H. (2008),'An fMRI Study of Neural Correlates of Musical Tonality and Atonality', NeuroImage, submitted for publication.
    • (2008) NeuroImage
    • Durrant, S.1    Miranda, E.2    Brechmann, A.3    Scheich, H.4
  • 10
    • 0032847953 scopus 로고    scopus 로고
    • Multisubject fMRI Studies and Conjunction Analyses
    • Friston, K.J., Holmes, A.P., and Price, C.J. (1999), 'Multisubject fMRI Studies and Conjunction Analyses', NeuroImage, 19,385-396.
    • (1999) NeuroImage , vol.19 , pp. 385-396
    • Friston, K.J.1    Holmes, A.P.2    Price, C.J.3
  • 11
    • 4344705249 scopus 로고
    • Statistical Parametric Maps in Functional Imaging: A General Linear Approach
    • Friston, K.J., Holmes, A.P., and Worsley, K.J. (1995), 'Statistical Parametric Maps in Functional Imaging: A General Linear Approach', Human Brain Mapping, 2, 189-210.
    • (1995) Human Brain Mapping , vol.2 , pp. 189-210
    • Friston, K.J.1    Holmes, A.P.2    Worsley, K.J.3
  • 12
    • 17844361888 scopus 로고    scopus 로고
    • Predicting the Orientation of Invisible Stimuli fromActivity in Human PrimaryVisual Cortex
    • Haynes, J.D., and Rees, G. (2005), 'Predicting the Orientation of Invisible Stimuli fromActivity in Human PrimaryVisual Cortex', Nature Neuroscience, 8, 686-691.
    • (2005) Nature Neuroscience , vol.8 , pp. 686-691
    • Haynes, J.D.1    Rees, G.2
  • 13
    • 0037073837 scopus 로고    scopus 로고
    • The Cortical Topography of Tonal Structures Underlying Western Music
    • Janata, P., Birk, J.L., Van Horn, J.D., Leman, M., Tillmann, B., and Bharucha, J.J., (2002), 'The Cortical Topography of Tonal Structures Underlying Western Music', Science, 290, 2167-2170.
    • (2002) Science , vol.290 , pp. 2167-2170
    • Janata, P.1    Birk, J.L.2    van Horn, J.D.3    Leman, M.4    Tillmann, B.5    Bharucha, J.J.6
  • 16
    • 0020161395 scopus 로고
    • Tracing the Dynamic Changes in Perceived Tonal Organization in a Spatial Representation of Musical Keys
    • Krumhansl, C.L., and Kessler, E.J. (1982), 'Tracing the Dynamic Changes in Perceived Tonal Organization in a Spatial Representation of Musical Keys', Psychological Review, 89, 334-368.
    • (1982) Psychological Review , vol.89 , pp. 334-368
    • Krumhansl, C.L.1    Kessler, E.J.2
  • 17
    • 19344370474 scopus 로고    scopus 로고
    • Support Vector Machines for Temporal Classification of Block Design fMRI Data
    • LaConte, S., Strother, S., Cherkassky, V., Anderson, J., and Hu, X. (2005), 'Support Vector Machines for Temporal Classification of Block Design fMRI Data', NeuroImage, 26, 317-329.
    • (2005) NeuroImage , vol.26 , pp. 317-329
    • Laconte, S.1    Strother, S.2    Cherkassky, V.3    Anderson, J.4    Hu, X.5
  • 19
    • 28244492778 scopus 로고    scopus 로고
    • Classifying Brain States and Deter- mining the Discriminating Activation Patterns: Support Vector Machine on Functional MRI Data
    • Mourao-Miranda, J., Bokde, A.L.W., Born, C., Hampel, H., and Stetter, S. (2005), 'Classifying Brain States and Deter- mining the Discriminating Activation Patterns: Support Vector Machine on Functional MRI Data', NeuroImage, 28, 980-995.
    • (2005) NeuroImage , vol.28 , pp. 980-995
    • Mourao-Miranda, J.1    Bokde, A.L.W.2    Born, C.3    Hampel, H.4    Stetter, S.5
  • 21
    • 0012594883 scopus 로고
    • 5th ed), NewYork: Norton
    • Piston, W., and Devoto, M. (1987), Harmony (5th ed), NewYork: Norton.
    • (1987) Harmony
    • Piston, W.1    Devoto, M.2
  • 23
    • 0040168207 scopus 로고
    • Structural Representations of Musical Pitch
    • Deutsch, Oxford, UK: OUP
    • Shepard, R.N. (1982), 'Structural Representations of Musical Pitch', in The Psychology of Music, ed. D. Deutsch, Oxford, UK: OUP, pp. 344-390.
    • (1982) The Psychology of Music, ed. D , pp. 344-390
    • Shepard, R.N.1
  • 24
    • 24644488541 scopus 로고    scopus 로고
    • Musical Sound Processing: EEG and MEG Evidence
    • eds. I. Peretz and R. Zatorre, NewYork: Oxford University Press
    • Tervaniemi, M. (2003), 'Musical Sound Processing: EEG and MEG Evidence', in The Cognitive Neuroscience of Music, eds. I. Peretz and R. Zatorre, NewYork: Oxford University Press, pp. 294-309.
    • (2003) The Cognitive Neuroscience of Music , pp. 294-309
    • Tervaniemi, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.