메뉴 건너뛰기




Volumn 29, Issue 9, 2000, Pages 1017-1040

A comparison of natural-image-based models of simple-cell coding

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIOLOGICAL MODEL; METHODOLOGY; NOMENCLATURE; PHOTOGRAPHY; PHOTOSTIMULATION; PHYSIOLOGY; PSYCHOLOGICAL MODEL; VISION; VISUAL CORTEX;

EID: 0033655639     PISSN: 03010066     EISSN: None     Source Type: Journal    
DOI: 10.1068/p2963     Document Type: Article
Times cited : (26)

References (63)
  • 1
    • 0016713024 scopus 로고
    • A quantitative study of the projection area of the central and the paracentral visual field in area 17 of the cat: The precision of topography
    • Albus K, 1975 "A quantitative study of the projection area of the central and the paracentral visual field in area 17 of the cat: the precision of topography" Experimental Brain Research 24 159-179
    • (1975) Experimental Brain Research , vol.24 , pp. 159-179
    • Albus, K.1
  • 2
    • 0037599835 scopus 로고    scopus 로고
    • Searching for filters with 'interesting' output distributions: An uninteresting direction to explore?
    • Baddeley R J, 1996 "Searching for filters with 'interesting' output distributions: An uninteresting direction to explore?" Network: Computation in Neural Systems 7 409-421
    • (1996) Network: Computation in Neural Systems , vol.7 , pp. 409-421
    • Baddeley, R.J.1
  • 3
    • 0015470611 scopus 로고
    • Single units and sensation: A neuron doctrine for perceptual psychology?
    • Barlow H B, 1972 "Single units and sensation: a neuron doctrine for perceptual psychology?" Perception 1 371-394
    • (1972) Perception , vol.1 , pp. 371-394
    • Barlow, H.B.1
  • 4
    • 0030832881 scopus 로고    scopus 로고
    • The 'Independent Components' of natural scenes are edge filters
    • Bell A J, Sejnowski T J, 1997 "The 'Independent Components' of natural scenes are edge filters" Vision Research 37 3327-3338
    • (1997) Vision Research , vol.37 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 5
    • 0030808490 scopus 로고    scopus 로고
    • The receptive field of the primate P retinal ganglion cell, I: Linear dynamics
    • Bernadete E A, Kaplan E, 1997 "The receptive field of the primate P retinal ganglion cell, I: Linear dynamics" Visual Neuroscience 14 187-205
    • (1997) Visual Neuroscience , vol.14 , pp. 187-205
    • Bernadete, E.A.1    Kaplan, E.2
  • 6
    • 0020074887 scopus 로고
    • Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
    • Bienenstock E L, Cooper L N, Munro P W, 1981 "Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex" Journal of Neuroscience 2 32-48
    • (1981) Journal of Neuroscience , vol.2 , pp. 32-48
    • Bienenstock, E.L.1    Cooper, L.N.2    Munro, P.W.3
  • 7
    • 0014548478 scopus 로고
    • On the existence of neurons in the human visual system selectively sensitive to the orientation and size of retinal images
    • Blakemore C, Campbell F W, 1969 "On the existence of neurons in the human visual system selectively sensitive to the orientation and size of retinal images" Journal of Physiology (London) 203 237-260
    • (1969) Journal of Physiology (London) , vol.203 , pp. 237-260
    • Blakemore, C.1    Campbell, F.W.2
  • 8
    • 0022495919 scopus 로고
    • Why spatial-frequency processing in the visual-cortex?
    • Bossomaier T, Snyder A W, 1986 "Why spatial-frequency processing in the visual-cortex?" Vision Research 26 1307-1309
    • (1986) Vision Research , vol.26 , pp. 1307-1309
    • Bossomaier, T.1    Snyder, A.W.2
  • 9
    • 84975581032 scopus 로고
    • Colour and spatial structure in natural scenes
    • Burton G J, Moorhead I R, 1987 "Colour and spatial structure in natural scenes" Applied Optics 26 157-170
    • (1987) Applied Optics , vol.26 , pp. 157-170
    • Burton, G.J.1    Moorhead, I.R.2
  • 12
    • 0018925643 scopus 로고
    • Two-dimensional spectral analysis of cortical receptive field profiles
    • Daugman J G, 1980 "Two-dimensional spectral analysis of cortical receptive field profiles" Vision Research 20 847-856
    • (1980) Vision Research , vol.20 , pp. 847-856
    • Daugman, J.G.1
  • 13
    • 0024053929 scopus 로고
    • Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression
    • Daugman J G, 1988 "Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression" IEEE Transactions on Acoustics, Speech and Signal Processing 36 1169-1179
    • (1988) IEEE Transactions on Acoustics, Speech and Signal Processing , vol.36 , pp. 1169-1179
    • Daugman, J.G.1
  • 14
    • 0020045244 scopus 로고
    • Spatial frequency selectivity of cells in macaque visual cortex
    • De Valois R L, Albrecht D G, Thorell L G, 1982a "Spatial frequency selectivity of cells in macaque visual cortex" Vision Research 22 545-559
    • (1982) Vision Research , vol.22 , pp. 545-559
    • De Valois, R.L.1    Albrecht, D.G.2    Thorell, L.G.3
  • 15
    • 0020047781 scopus 로고
    • The orientation and direction selectivity of cells in macaque visual cortex
    • De Valois R L, Yund E W, Hepler N, 1982b "The orientation and direction selectivity of cells in macaque visual cortex" Vision Research 22 531-544
    • (1982) Vision Research , vol.22 , pp. 531-544
    • De Valois, R.L.1    Yund, E.W.2    Hepler, N.3
  • 16
    • 0343115514 scopus 로고
    • The contrast sensitivity of retinal ganglion cells of the cat
    • Enroth-Cugell C, Robson J G, 1966 "The contrast sensitivity of retinal ganglion cells of the cat" Journal of Physiology (London) 187 517-552
    • (1966) Journal of Physiology (London) , vol.187 , pp. 517-552
    • Enroth-Cugell, C.1    Robson, J.G.2
  • 17
    • 0026545461 scopus 로고
    • EPSP-IPSP interactions in cat visual cortex studied with in vivo whole-cell patch recording
    • Ferster D, Jaggadeesh B, 1992 "EPSP-IPSP interactions in cat visual cortex studied with in vivo whole-cell patch recording" Journal of Neuroscience 12 1262-1274
    • (1992) Journal of Neuroscience , vol.12 , pp. 1262-1274
    • Ferster, D.1    Jaggadeesh, B.2
  • 18
    • 0023492118 scopus 로고
    • Relations between the statistics of natural images and the response properties of cortical cells
    • Field D J, 1987 "Relations between the statistics of natural images and the response properties of cortical cells" Journal of the Optical Society of America A 4 2379-2394
    • (1987) Journal of the Optical Society of America A , vol.4 , pp. 2379-2394
    • Field, D.J.1
  • 19
    • 0000929221 scopus 로고
    • What is the goal of sensory coding?
    • Field D J, 1994 "What is the goal of sensory coding?" Neural Computation 6 559-601
    • (1994) Neural Computation , vol.6 , pp. 559-601
    • Field, D.J.1
  • 20
    • 0023055193 scopus 로고
    • The structure and symmetry of simple-cell receptive-field profiles in the cat's visual-cortex
    • Field D J, Tolhurst D J, 1986 "The structure and symmetry of simple-cell receptive-field profiles in the cat's visual-cortex" Proceedings of the Royal Society of London, Series B 228 379-400
    • (1986) Proceedings of the Royal Society of London, Series B , vol.228 , pp. 379-400
    • Field, D.J.1    Tolhurst, D.J.2
  • 21
    • 0346014227 scopus 로고
    • Innervation of cat visual areas 17 and 18 by physiologically identified X- and Y-type thalamic afferents
    • Freund T F, Martin K A C, Somogyi P, Whitteridge D, 1985 "Innervation of cat visual areas 17 and 18 by physiologically identified X- and Y-type thalamic afferents" Journal of Comparative Neurology 291 242-275
    • (1985) Journal of Comparative Neurology , vol.291 , pp. 242-275
    • Freund, T.F.1    Martin, K.A.C.2    Somogyi, P.3    Whitteridge, D.4
  • 22
    • 0000435426 scopus 로고
    • Finding compact and sparse-distributed representations of visual images
    • Fyfe C, Baddeley R J, 1995 "Finding compact and sparse-distributed representations of visual images" Network: Computation in Neural Systems 6 333-344
    • (1995) Network: Computation in Neural Systems , vol.6 , pp. 333-344
    • Fyfe, C.1    Baddeley, R.J.2
  • 25
    • 0000852458 scopus 로고    scopus 로고
    • Development of low entropy coding in a recurrent network
    • Harpur G F, Prager R W, 1996 "Development of low entropy coding in a recurrent network" Network 5 277-284
    • (1996) Network , vol.5 , pp. 277-284
    • Harpur, G.F.1    Prager, R.W.2
  • 26
  • 28
    • 0016289379 scopus 로고
    • Receptive fields, binocular interactions, and functional architecture in the cat's visual cortex
    • Hubel D H, Wiesel T N, 1974 "Receptive fields, binocular interactions, and functional architecture in the cat's visual cortex" Journal of Comparative Neurology 158 267-294
    • (1974) Journal of Comparative Neurology , vol.158 , pp. 267-294
    • Hubel, D.H.1    Wiesel, T.N.2
  • 29
    • 0027564752 scopus 로고
    • Center surround relationships of magnocellular, parvocellular, and koniocellular relay cells in primate lateral geniculate nucleus
    • Irvin G E, Casagrande V A, Norton T T, 1993 "Center surround relationships of magnocellular, parvocellular, and koniocellular relay cells in primate lateral geniculate nucleus" Visual Neuroscience 10 363-373
    • (1993) Visual Neuroscience , vol.10 , pp. 363-373
    • Irvin, G.E.1    Casagrande, V.A.2    Norton, T.T.3
  • 30
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional Gabor filter model of simple receptive-fields in cat striate cortex
    • Jones J P, Palmer L A, 1987 "An evaluation of the two-dimensional Gabor filter model of simple receptive-fields in cat striate cortex" Journal of Neurophysiology 58 1233-1258
    • (1987) Journal of Neurophysiology , vol.58 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 32
    • 0028050061 scopus 로고
    • Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper and Munro (BCM) theory
    • Law C C, Cooper L N, 1994 "Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper and Munro (BCM) theory" Proceedings of the National Academy of Sciences of the USA 91 7797-7801
    • (1994) Proceedings of the National Academy of Sciences of the USA , vol.91 , pp. 7797-7801
    • Law, C.C.1    Cooper, L.N.2
  • 33
    • 0038929414 scopus 로고
    • J Y Lettvin on grandmother cells
    • Ed. M S Gazzaniga (Cambridge, MA: MIT Press)
    • Lettvin J Y, 1995 "J Y Lettvin on grandmother cells", in The Cognitive Neurosciences Ed. M S Gazzaniga (Cambridge, MA: MIT Press) pp 434-435
    • (1995) The Cognitive Neurosciences , pp. 434-435
    • Lettvin, J.Y.1
  • 34
    • 0019946144 scopus 로고
    • Receptive-field properties of X-cells and Y-cells in the cat retina derived from contrast sensitivity measurement
    • Linsenmeier R A, Frishman L J, Jakiela H G, Enroth-Cugell C, 1982 "Receptive-field properties of X-cells and Y-cells in the cat retina derived from contrast sensitivity measurement" Vision Research 22 1173-1183
    • (1982) Vision Research , vol.22 , pp. 1173-1183
    • Linsenmeier, R.A.1    Frishman, L.J.2    Jakiela, H.G.3    Enroth-Cugell, C.4
  • 35
    • 0003346575 scopus 로고
    • From basic network principles to neural architecture: Emergence of spatial-opponent cells
    • Linsker R, 1986a "From basic network principles to neural architecture: Emergence of spatial-opponent cells" Proceedings of the National Academy of Sciences of the USA 83 7508-7512
    • (1986) Proceedings of the National Academy of Sciences of the USA , vol.83 , pp. 7508-7512
    • Linsker, R.1
  • 36
    • 0005050740 scopus 로고
    • From basic network principles to neural architecture: Emergence of orientation-selective cells
    • Linsker R, 1986b "From basic network principles to neural architecture: Emergence of orientation-selective cells" Proceedings of the National Academy of Sciences of the USA 83 8390-8394
    • (1986) Proceedings of the National Academy of Sciences of the USA , vol.83 , pp. 8390-8394
    • Linsker, R.1
  • 37
    • 0009381628 scopus 로고
    • From basic network principles to neural architecture: Emergence of orientation columns
    • Linsker R, 1986c "From basic network principles to neural architecture: Emergence of orientation columns" Proceedings of the National Academy of Sciences of the USA 83 8779-8783
    • (1986) Proceedings of the National Academy of Sciences of the USA , vol.83 , pp. 8779-8783
    • Linsker, R.1
  • 38
    • 0000962148 scopus 로고
    • Analysis of Linsker's simulations of Hebbian rules
    • Mackay D J C, Miller K D, 1990a "Analysis of Linsker's simulations of Hebbian rules" Neural Computation 2 169-182
    • (1990) Neural Computation , vol.2 , pp. 169-182
    • Mackay, D.J.C.1    Miller, K.D.2
  • 39
    • 0000912463 scopus 로고
    • Analysis of Linsker's application of Hebbian rules to linear networks
    • Mackay D J C, Miller K D, 1990b "Analysis of Linsker's application of Hebbian rules to linear networks" Network 2 257-297
    • (1990) Network , vol.2 , pp. 257-297
    • Mackay, D.J.C.1    Miller, K.D.2
  • 40
    • 0019083307 scopus 로고
    • Mathematical description of the responses of simple cortical cells
    • Marcelja S, 1980 "Mathematical description of the responses of simple cortical cells" Journal of the Optical Society of America 70 1297-1300
    • (1980) Journal of the Optical Society of America , vol.70 , pp. 1297-1300
    • Marcelja, S.1
  • 41
    • 0042127382 scopus 로고    scopus 로고
    • Image representation with Gabor wavelets and its applications
    • Ed. P W Hawkes (San Diego, CA: Academic Press)
    • Navarro R, Tabernero A, Cristobal G, 1996 "Image representation with Gabor wavelets and its applications", in Advances in Imaging and Electron Physics Ed. P W Hawkes (San Diego, CA: Academic Press) pp 1-84
    • (1996) Advances in Imaging and Electron Physics , pp. 1-84
    • Navarro, R.1    Tabernero, A.2    Cristobal, G.3
  • 42
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen B A, Field D J, 1996 "Emergence of simple-cell receptive field properties by learning a sparse code for natural images" Nature (London) 381 607-609
    • (1996) Nature (London) , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 43
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • Olshausen B A, Field D J, 1997 "Sparse coding with an overcomplete basis set: A strategy employed by V1?" Vision Research 37 3311-3325
    • (1997) Vision Research , vol.37 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 45
    • 0013828759 scopus 로고
    • Quantitative analysis of cat retinal ganglion cell response to visual stimuli
    • Rodieck R, 1965 "Quantitative analysis of cat retinal ganglion cell response to visual stimuli" Vision Research 5 583-601
    • (1965) Vision Research , vol.5 , pp. 583-601
    • Rodieck, R.1
  • 46
    • 0343987484 scopus 로고
    • The effect upon the rod threshold of bleaching neighbouring rods
    • Rushton W A H, Westheimer G, 1962 "The effect upon the rod threshold of bleaching neighbouring rods" Journal of Physiology (London) 164 318-329
    • (1962) Journal of Physiology (London) , vol.164 , pp. 318-329
    • Rushton, W.A.H.1    Westheimer, G.2
  • 47
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer feedforward neural network
    • Sanger T D, 1989 "Optimal unsupervised learning in a single-layer feedforward neural network" Neural Networks 2 459-473
    • (1989) Neural Networks , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 48
    • 0030247744 scopus 로고    scopus 로고
    • Modelling the power spectra of natural images: Statistics and information
    • Schaaf A van der, Hateren J H van, 1996 "Modelling the power spectra of natural images: Statistics and information" Vision Research 36 2759-2770
    • (1996) Vision Research , vol.36 , pp. 2759-2770
    • Van Der Schaaf, A.1    Van Hateren, J.H.2
  • 50
    • 0002453876 scopus 로고
    • Contrast sensitivity and light adaptation in photoreceptors or in the retinal network
    • Eds R Shapley, D M-K Lam (Cambridge, MA: MIT Press)
    • Shapley R, Kaplan E, Purpura K, 1993 "Contrast sensitivity and light adaptation in photoreceptors or in the retinal network", in Contrast Sensitivity Eds R Shapley, D M-K Lam (Cambridge, MA: MIT Press) pp 103-116
    • (1993) Contrast Sensitivity , pp. 103-116
    • Shapley, R.1    Kaplan, E.2    Purpura, K.3
  • 51
    • 0040113636 scopus 로고    scopus 로고
    • Responses of neurons in the visual cortex of anaesthetised ferrets to natural visual scenes
    • Smyth D, Tolhurst D J, Baker G E, Thompson I D, 1998 "Responses of neurons in the visual cortex of anaesthetised ferrets to natural visual scenes" Journal of Physiology (London) 509P 50P-51P
    • (1998) Journal of Physiology (London) , vol.509 P
    • Smyth, D.1    Tolhurst, D.J.2    Baker, G.E.3    Thompson, I.D.4
  • 52
    • 0346645426 scopus 로고    scopus 로고
    • Spatial selectivity of simple cells of anaesthetised ferrets determined using natural scenes
    • Smyth D, Tolhurst D J, Baker G E, Thompson I D, 1999 "Spatial selectivity of simple cells of anaesthetised ferrets determined using natural scenes" Journal of Physiology (London) 515P 100P
    • (1999) Journal of Physiology (London) , vol.515 P
    • Smyth, D.1    Tolhurst, D.J.2    Baker, G.E.3    Thompson, I.D.4
  • 53
    • 0028039905 scopus 로고
    • nd-order statistics of natural and synthetic images
    • nd-order statistics of natural and synthetic images" Vision Research 34 541-554
    • (1994) Vision Research , vol.34 , pp. 541-554
    • Tadmor, Y.1    Tolhurst, D.J.2
  • 54
    • 0347275378 scopus 로고
    • Cortical magnification and peripheral innervation density
    • Eds J J Kulikowski, C M Dickinson, I J Murray (Oxford: Pergamon Press)
    • Tolhurst D J, 1989 "Cortical magnification and peripheral innervation density", in Seeing Contour and Colour Eds J J Kulikowski, C M Dickinson, I J Murray (Oxford: Pergamon Press) pp 671-677
    • (1989) Seeing Contour and Colour , pp. 671-677
    • Tolhurst, D.J.1
  • 55
    • 0023264299 scopus 로고
    • Spatial summation by simple cells in the striate cortex of the cat
    • Tolhurst D J, Dean A F, 1987 "Spatial summation by simple cells in the striate cortex of the cat" Experimental Brain Research 66 607-620
    • (1987) Experimental Brain Research , vol.66 , pp. 607-620
    • Tolhurst, D.J.1    Dean, A.F.2
  • 56
    • 85000261142 scopus 로고    scopus 로고
    • Variations in the sparseness of neuronal responses to natural scenes as recorded in striate cortex of anaesthetised ferrets
    • Tolhurst D J, Smyth D, Baker G E, Thompson I D, 1999 "Variations in the sparseness of neuronal responses to natural scenes as recorded in striate cortex of anaesthetised ferrets" Journal of Physiology (London) 515P 103P
    • (1999) Journal of Physiology (London) , vol.515 P
    • Tolhurst, D.J.1    Smyth, D.2    Baker, G.E.3    Thompson, I.D.4
  • 59
    • 0027156973 scopus 로고
    • X-ganglion and Y-ganglion cells inform the cat's brain about contrast in the retinal image
    • Troy J B, Enroth-Cugell C, 1993 "X-ganglion and Y-ganglion cells inform the cat's brain about contrast in the retinal image" Experimental Brain Research 93 383-390
    • (1993) Experimental Brain Research , vol.93 , pp. 383-390
    • Troy, J.B.1    Enroth-Cugell, C.2
  • 60
    • 0021247309 scopus 로고
    • The visual-field representation in striate cortex of the macaque monkey - Asymmetries, anisotropies, and individual variability
    • Van Essen D C, Newsome W T, Maunsell J H R, 1984 "The visual-field representation in striate cortex of the macaque monkey - asymmetries, anisotropies, and individual variability" Vision Research 24 429-448
    • (1984) Vision Research , vol.24 , pp. 429-448
    • Van Essen, D.C.1    Newsome, W.T.2    Maunsell, J.H.R.3
  • 61
    • 0019435268 scopus 로고
    • Discrimination at threshold: Labelled detectors in human vision
    • Watson A B, Robson J G, 1981 "Discrimination at threshold: labelled detectors in human vision" Vision Research 21 1115-1122
    • (1981) Vision Research , vol.21 , pp. 1115-1122
    • Watson, A.B.1    Robson, J.G.2
  • 62
    • 0346645425 scopus 로고    scopus 로고
    • Comparing variance distribution in orthogonal and sparse-coding models of simple cell receptive fields in mammalian visual cortex
    • Watters P A, Tolhurst D J, 1998 "Comparing variance distribution in orthogonal and sparse-coding models of simple cell receptive fields in mammalian visual cortex" Journal of Physiology (London) 506P 91P
    • (1998) Journal of Physiology (London) , vol.506 P
    • Watters, P.A.1    Tolhurst, D.J.2
  • 63
    • 0347275380 scopus 로고    scopus 로고
    • Is kurtosis a useful measure of the effectiveness of visual coding models?
    • Willmore B, Watters P A, Lauritzen J S, Tolhurst D J, 1998 "Is kurtosis a useful measure of the effectiveness of visual coding models?" Perception 27 1492
    • (1998) Perception , vol.27 , pp. 1492
    • Willmore, B.1    Watters, P.A.2    Lauritzen, J.S.3    Tolhurst, D.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.