메뉴 건너뛰기




Volumn 6792 LNCS, Issue PART 2, 2011, Pages 189-196

Face prediction from fMRI data during movie stimulus: Strategies for feature selection

Author keywords

brain imaging; Natural stimulation; regression

Indexed keywords

AUTOMATIC FEATURE SELECTION; BRAIN IMAGING; FACE ANNOTATION; FMRI DATA; FUNCTIONAL MAGNETIC RESONANCE IMAGING; NATURAL STIMULATION; PATTERN ANALYSIS; PRE-PROCESSING; REGRESSION; REGRESSION COEFFICIENT; REGRESSION PROBLEM; SPARSE REGRESSION; TEST DATA; TRAINING DATA; TRAINING SAMPLE;

EID: 79959358274     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21738-8_25     Document Type: Conference Paper
Times cited : (6)

References (14)
  • 2
    • 78649641868 scopus 로고    scopus 로고
    • High-resolution imaging of the fusiform face area (FFA) using multivariate non-linear classifiers shows diagnosticity for non-face categories
    • Hanson, S.J.J., Schmidt, A.: High-resolution imaging of the fusiform face area (FFA) using multivariate non-linear classifiers shows diagnosticity for non-face categories. NeuroImage 54(2), 1715-1734 (2011)
    • (2011) NeuroImage , vol.54 , Issue.2 , pp. 1715-1734
    • Hanson, S.J.J.1    Schmidt, A.2
  • 3
    • 0003684449 scopus 로고    scopus 로고
    • The elements of statistical learning: Data mining, inference, and prediction
    • Springer, Heidelberg
    • Hastie, T., Tibshirani, R., Friedman, J.: The elements of statistical learning: Data mining, inference, and prediction. Series in Statistics. Springer, Heidelberg (2009)
    • (2009) Series in Statistics
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 4
    • 0035964792 scopus 로고    scopus 로고
    • Distributed and overlapping representations of faces and objects in ventral temporal cortex
    • Haxby, J.V., Gobbini, M.I., Furey, M.L., Ishai, A., Schouten, J.L., Pietrini, P.: Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293(5539), 2425-2430 (2001)
    • (2001) Science , vol.293 , Issue.5539 , pp. 2425-2430
    • Haxby, J.V.1    Gobbini, M.I.2    Furey, M.L.3    Ishai, A.4    Schouten, J.L.5    Pietrini, P.6
  • 6
    • 0030911020 scopus 로고    scopus 로고
    • The fusiform face area: A module in human extrastriate cortex specialized for face perception
    • Kanwisher, N., McDermott, J., Chun, M.M.: The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17(11), 4302-4311 (1997)
    • (1997) J. Neurosci. , vol.17 , Issue.11 , pp. 4302-4311
    • Kanwisher, N.1    McDermott, J.2    Chun, M.M.3
  • 7
    • 79951589556 scopus 로고    scopus 로고
    • Inter-subject correlation of brain hemodynamic responses during watching a movie: Localization in space and frequency
    • Kauppi, J.P., Jääskeläinen, I.P., Sams, M., Tohka, J.: Inter-subject correlation of brain hemodynamic responses during watching a movie: localization in space and frequency. Frontiers in Neuroinformatics 4, 5 (2010)
    • (2010) Frontiers in Neuroinformatics , vol.4 , pp. 5
    • Kauppi, J.P.1    Jääskeläinen, I.P.2    Sams, M.3    Tohka, J.4
  • 8
    • 50149095980 scopus 로고    scopus 로고
    • Parameter determination of support vector machine and feature selection using simulated annealing approach
    • Lin, S.W., Lee, Z.J., Chen, S.C., Tseng, T.Y.: Parameter determination of support vector machine and feature selection using simulated annealing approach. Appl. Soft Comput. 8, 1505-1512 (2008)
    • (2008) Appl. Soft Comput. , vol.8 , pp. 1505-1512
    • Lin, S.W.1    Lee, Z.J.2    Chen, S.C.3    Tseng, T.Y.4
  • 10
    • 33748178966 scopus 로고    scopus 로고
    • Beyond mind-reading: Multi-voxel pattern analysis of fMRI data
    • Norman, K., Polyn, S., Detre, G., Haxby, J.: Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends in Cognitive Sciences 10(9), 424-430 (2006)
    • (2006) Trends in Cognitive Sciences , vol.10 , Issue.9 , pp. 424-430
    • Norman, K.1    Polyn, S.2    Detre, G.3    Haxby, J.4
  • 12
    • 7044260964 scopus 로고    scopus 로고
    • Advances in functional and structural MR image analysis and implementation as FSL
    • Smith, S.M., et al.: Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23(suppl. 1), S208-S219 (2004)
    • (2004) NeuroImage , vol.23 , Issue.SUPPL. 1
    • Smith, S.M.1
  • 13
    • 34447542094 scopus 로고    scopus 로고
    • Decoding human brain activity during real-world experiences
    • Spiers, H., Maguire, E.: Decoding human brain activity during real-world experiences. Trends in Cognitive Sciences 11(8), 356-365 (2007)
    • (2007) Trends in Cognitive Sciences , vol.11 , Issue.8 , pp. 356-365
    • Spiers, H.1    Maguire, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.