메뉴 건너뛰기




Volumn 60, Issue 5, 2008, Pages 915-929

Visual Image Reconstruction from Human Brain Activity using a Combination of Multiscale Local Image Decoders

Author keywords

SYSNEURO

Indexed keywords

ADULT; ANALYSIS OF VARIANCE; ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE QUALITY; IMAGE RECONSTRUCTION; MALE; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL; RETINA IMAGE;

EID: 57049118473     PISSN: 08966273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuron.2008.11.004     Document Type: Article
Times cited : (462)

References (40)
  • 2
    • 33745726849 scopus 로고    scopus 로고
    • Neural correlations, population coding and computation
    • Averbeck B.B., Latham P.E., and Pouget A. Neural correlations, population coding and computation. Nat. Rev. Neurosci. 7 (2006) 358-366
    • (2006) Nat. Rev. Neurosci. , vol.7 , pp. 358-366
    • Averbeck, B.B.1    Latham, P.E.2    Pouget, A.3
  • 4
    • 0014318802 scopus 로고
    • Application of Fourier analysis to the visibility of gratings
    • Campbell F.W., and Robson J.G. Application of Fourier analysis to the visibility of gratings. J. Physiol. 197 (1968) 551-566
    • (1968) J. Physiol. , vol.197 , pp. 551-566
    • Campbell, F.W.1    Robson, J.G.2
  • 5
    • 33750464532 scopus 로고    scopus 로고
    • Optimal decoding of correlated neural population responses in the primate visual cortex
    • Chen Y., Geisler W.S., and Seidemann E. Optimal decoding of correlated neural population responses in the primate visual cortex. Nat. Neurosci. 9 (2006) 1412-1420
    • (2006) Nat. Neurosci. , vol.9 , pp. 1412-1420
    • Chen, Y.1    Geisler, W.S.2    Seidemann, E.3
  • 6
    • 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. Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19 (2003) 261-270
    • (2003) Neuroimage , vol.19 , pp. 261-270
    • Cox, D.D.1    Savoy, R.L.2
  • 7
    • 0020045244 scopus 로고
    • Spatial frequency selectivity of cells in macaque visual cortex
    • De Valois R.L., Albrecht D.G., and Thorell L.G. Spatial frequency selectivity of cells in macaque visual cortex. Vision Res. 22 (1982) 545-559
    • (1982) Vision Res. , vol.22 , pp. 545-559
    • De Valois, R.L.1    Albrecht, D.G.2    Thorell, L.G.3
  • 8
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex to machines: recent advances in brain interfaces
    • Donoghue J.P. Connecting cortex to machines: recent advances in brain interfaces. Nat. Neurosci. 5 (2002) 1085-1088
    • (2002) Nat. Neurosci. , vol.5 , pp. 1085-1088
    • Donoghue, J.P.1
  • 9
    • 3843065916 scopus 로고    scopus 로고
    • Visual field representations and locations of visual areas V1/2/3 in human visual cortex
    • Dougherty R.F., Koch V.M., Brewer A.A., Fischer B., Modersitzki J., and Wandell B.A. Visual field representations and locations of visual areas V1/2/3 in human visual cortex. J. Vis. 3 (2003) 586-598
    • (2003) J. Vis. , vol.3 , pp. 586-598
    • Dougherty, R.F.1    Koch, V.M.2    Brewer, A.A.3    Fischer, B.4    Modersitzki, J.5    Wandell, B.A.6
  • 10
    • 36148982323 scopus 로고    scopus 로고
    • Population receptive field estimates in human visual cortex
    • Dumoulin S.O., and Wandell B.A. Population receptive field estimates in human visual cortex. Neuroimage 39 (2008) 647-660
    • (2008) Neuroimage , vol.39 , pp. 647-660
    • Dumoulin, S.O.1    Wandell, B.A.2
  • 11
    • 0037674754 scopus 로고    scopus 로고
    • Cortical magnification within human primary visual cortex correlates with acuity thresholds
    • Duncan R.O., and Boynton G.M. Cortical magnification within human primary visual cortex correlates with acuity thresholds. Neuron 38 (2003) 659-671
    • (2003) Neuron , vol.38 , pp. 659-671
    • Duncan, R.O.1    Boynton, G.M.2
  • 13
    • 0030935592 scopus 로고    scopus 로고
    • Retinotopic organization in human visual cortex and the spatial precision of functional MRI
    • Engel S.A., Glover G.H., and Wandell B.A. Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb. Cortex 7 (1997) 181-192
    • (1997) Cereb. Cortex , vol.7 , pp. 181-192
    • Engel, S.A.1    Glover, G.H.2    Wandell, B.A.3
  • 14
    • 4344663876 scopus 로고    scopus 로고
    • Parametric reverse correlation reveals spatial linearity of retinotopic human V1 BOLD response
    • Hansen K.A., David S.V., and Gallant J.L. Parametric reverse correlation reveals spatial linearity of retinotopic human V1 BOLD response. Neuroimage 23 (2004) 233-241
    • (2004) Neuroimage , vol.23 , pp. 233-241
    • Hansen, K.A.1    David, S.V.2    Gallant, J.L.3
  • 15
    • 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., and Pietrini P. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293 (2001) 2425-2430
    • (2001) Science , vol.293 , 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
  • 16
    • 17844361888 scopus 로고    scopus 로고
    • Predicting the orientation of invisible stimuli from activity in human primary visual cortex
    • Haynes J.D., and Rees G. Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat. Neurosci. 8 (2005) 686-691
    • (2005) Nat. Neurosci. , vol.8 , pp. 686-691
    • Haynes, J.D.1    Rees, G.2
  • 17
    • 0014266913 scopus 로고
    • Receptive fields and functional architecture of monkey striate cortex
    • Hubel D.H., and Wiesel T.N. Receptive fields and functional architecture of monkey striate cortex. J. Physiol. 195 (1968) 215-243
    • (1968) J. Physiol. , vol.195 , pp. 215-243
    • Hubel, D.H.1    Wiesel, T.N.2
  • 18
    • 17844380475 scopus 로고    scopus 로고
    • Decoding the visual and subjective contents of the human brain
    • Kamitani Y., and Tong F. Decoding the visual and subjective contents of the human brain. Nat. Neurosci. 8 (2005) 679-685
    • (2005) Nat. Neurosci. , vol.8 , pp. 679-685
    • Kamitani, Y.1    Tong, F.2
  • 19
    • 33745117257 scopus 로고    scopus 로고
    • Decoding seen and attended motion directions from activity in the human visual cortex
    • Kamitani Y., and Tong F. Decoding seen and attended motion directions from activity in the human visual cortex. Curr. Biol. 16 (2006) 1096-1102
    • (2006) Curr. Biol. , vol.16 , pp. 1096-1102
    • Kamitani, Y.1    Tong, F.2
  • 20
    • 0028790758 scopus 로고
    • Improvement in visual sensitivity by changes in local context: parallel studies in human observers and in V1 of alert monkeys
    • Kapadia M.K., Ito M., Gilbert C.D., and Westheimer G. Improvement in visual sensitivity by changes in local context: parallel studies in human observers and in V1 of alert monkeys. Neuron 15 (1995) 843-856
    • (1995) Neuron , vol.15 , pp. 843-856
    • Kapadia, M.K.1    Ito, M.2    Gilbert, C.D.3    Westheimer, G.4
  • 21
    • 41149148634 scopus 로고    scopus 로고
    • Identifying natural images from human brain activity
    • Kay K.N., Naselaris T., Prenger R.J., and Gallant J.L. Identifying natural images from human brain activity. Nature 452 (2008) 352-355
    • (2008) Nature , vol.452 , pp. 352-355
    • Kay, K.N.1    Naselaris, T.2    Prenger, R.J.3    Gallant, J.L.4
  • 22
    • 0028867946 scopus 로고
    • Topographical representations of mental images in primary visual cortex
    • Kosslyn S.M., Thompson W.L., Kim I.J., and Alpert N.M. Topographical representations of mental images in primary visual cortex. Nature 378 (1995) 496-498
    • (1995) Nature , vol.378 , pp. 496-498
    • Kosslyn, S.M.1    Thompson, W.L.2    Kim, I.J.3    Alpert, N.M.4
  • 23
    • 26644457184 scopus 로고    scopus 로고
    • fMRI localizer technique: efficient acquisition and functional properties of single retinotopic positions in the human visual cortex
    • Kraft A., Schira M.M., Hagendorf H., Schmidt S., Olma M., and Brandt S.A. fMRI localizer technique: efficient acquisition and functional properties of single retinotopic positions in the human visual cortex. Neuroimage 28 (2005) 453-463
    • (2005) Neuroimage , vol.28 , pp. 453-463
    • Kraft, A.1    Schira, M.M.2    Hagendorf, H.3    Schmidt, S.4    Olma, M.5    Brandt, S.A.6
  • 24
    • 0036709316 scopus 로고    scopus 로고
    • Properties of second-order spatial frequency channels
    • Landy M.S., and Oruc I. Properties of second-order spatial frequency channels. Vision Res. 42 (2002) 2311-2329
    • (2002) Vision Res. , vol.42 , pp. 2311-2329
    • Landy, M.S.1    Oruc, I.2
  • 25
    • 27744517577 scopus 로고    scopus 로고
    • Filling-in of visual phantoms in the human brain
    • Meng M., Remus D.A., and Tong F. Filling-in of visual phantoms in the human brain. Nat. Neurosci. 8 (2005) 1248-1254
    • (2005) Nat. Neurosci. , vol.8 , pp. 1248-1254
    • Meng, M.1    Remus, D.A.2    Tong, F.3
  • 27
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen B.A., and Field D.J. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381 (1996) 607-609
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 28
    • 7244219792 scopus 로고    scopus 로고
    • Generalization in vision and motor control
    • Poggio T., and Bizzi E. Generalization in vision and motor control. Nature 431 (2004) 768-774
    • (2004) Nature , vol.431 , pp. 768-774
    • Poggio, T.1    Bizzi, E.2
  • 29
    • 11144236272 scopus 로고    scopus 로고
    • The primary visual cortex fills in color
    • Sasaki Y., and Watanabe T. The primary visual cortex fills in color. Proc. Natl. Acad. Sci. USA 101 (2004) 18251-18256
    • (2004) Proc. Natl. Acad. Sci. USA , vol.101 , pp. 18251-18256
    • Sasaki, Y.1    Watanabe, T.2
  • 31
    • 33947189639 scopus 로고    scopus 로고
    • Spatio-temporal point-spread function of fMRI signal in human gray matter at 7 Tesla
    • Shmuel A., Yacoub E., Chaimow D., Logothetis N.K., and Ugurbil K. Spatio-temporal point-spread function of fMRI signal in human gray matter at 7 Tesla. Neuroimage 35 (2007) 539-552
    • (2007) Neuroimage , vol.35 , pp. 539-552
    • Shmuel, A.1    Yacoub, E.2    Chaimow, D.3    Logothetis, N.K.4    Ugurbil, K.5
  • 32
    • 0033757784 scopus 로고    scopus 로고
    • Spatiotemporal frequency and direction sensitivities of human visual areas measured using fMRI
    • Singh K.D., Smith A.T., and Greenlee M.W. Spatiotemporal frequency and direction sensitivities of human visual areas measured using fMRI. Neuroimage 12 (2000) 550-564
    • (2000) Neuroimage , vol.12 , pp. 550-564
    • Singh, K.D.1    Smith, A.T.2    Greenlee, M.W.3
  • 33
    • 0035191798 scopus 로고    scopus 로고
    • Estimating receptive field size from fMRI data in human striate and extrastriate visual cortex
    • Smith A.T., Singh K.D., Williams A.L., and Greenlee M.W. Estimating receptive field size from fMRI data in human striate and extrastriate visual cortex. Cereb. Cortex 11 (2001) 1182-1190
    • (2001) Cereb. Cortex , vol.11 , pp. 1182-1190
    • Smith, A.T.1    Singh, K.D.2    Williams, A.L.3    Greenlee, M.W.4
  • 34
    • 0033568861 scopus 로고    scopus 로고
    • Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus
    • Stanley G.B., Li F.F., and Dan Y. Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus. J. Neurosci. 19 (1999) 8036-8042
    • (1999) J. Neurosci. , vol.19 , pp. 8036-8042
    • Stanley, G.B.1    Li, F.F.2    Dan, Y.3
  • 36
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • Tipping M. Sparse Bayesian learning and the relevance vector machine. J. Mach. Learn. Res. 1 (2001) 211-244
    • (2001) J. Mach. Learn. Res. , vol.1 , pp. 211-244
    • Tipping, M.1
  • 37
    • 22044438268 scopus 로고    scopus 로고
    • Multifocal fMRI mapping of visual cortical areas
    • Vanni S., Henriksson L., and James A.C. Multifocal fMRI mapping of visual cortical areas. Neuroimage 27 (2005) 95-105
    • (2005) Neuroimage , vol.27 , pp. 95-105
    • Vanni, S.1    Henriksson, L.2    James, A.C.3
  • 38
    • 11144248238 scopus 로고    scopus 로고
    • Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
    • Wolpaw J.R., and McFarland D.J. Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans. Proc. Natl. Acad. Sci. USA 101 (2004) 17849-17854
    • (2004) Proc. Natl. Acad. Sci. USA , vol.101 , pp. 17849-17854
    • Wolpaw, J.R.1    McFarland, D.J.2
  • 39
    • 55349089531 scopus 로고    scopus 로고
    • Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns
    • Yamashita O., Sato M.A., Yoshioka T., Tong F., and Kamitani Y. Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. Neuroimage 42 (2008) 1414-1429
    • (2008) Neuroimage , vol.42 , pp. 1414-1429
    • Yamashita, O.1    Sato, M.A.2    Yoshioka, T.3    Tong, F.4    Kamitani, Y.5
  • 40
    • 0029851166 scopus 로고    scopus 로고
    • Contextual modulation in primary visual cortex
    • Zipser K., Lamme V.A., and Schiller P.H. Contextual modulation in primary visual cortex. J. Neurosci. 16 (1996) 7376-7389
    • (1996) J. Neurosci. , vol.16 , pp. 7376-7389
    • Zipser, K.1    Lamme, V.A.2    Schiller, P.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.