메뉴 건너뛰기




Volumn 9, Issue 1, 1998, Pages 39-71

Theory and implementation of infomax filters for the retina

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; FOURIER ANALYSIS; HUMAN; INFORMATION SCIENCE; PHYSIOLOGY; RETINA; VISION;

EID: 26444613370     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_9_1_003     Document Type: Article
Times cited : (23)

References (69)
  • 1
    • 0004280469 scopus 로고
    • (New York: Wiley) reprinted 1990 (New York: Dover)
    • Ash RB 1965 Information Theory (New York: Wiley) (reprinted 1990 (New York: Dover))
    • (1965) Information Theory
    • Ash, R.B.1
  • 2
    • 34548281969 scopus 로고
    • Could information theory provide an ecological theory of sensory processing?
    • Atick J J 1992 Could information theory provide an ecological theory of sensory processing? Nework: Comput. Neural Syst. 3 213-51
    • (1992) Nework: Comput. Neural Syst. , vol.3 , pp. 213-251
    • Atick, J.J.1
  • 3
    • 0000302918 scopus 로고
    • Towards a theory of early visual processing
    • Atick J J and Redlich N 1990 Towards a theory of early visual processing Neural Comput. 2 308-20
    • (1990) Neural Comput. , vol.2 , pp. 308-320
    • Atick, J.J.1    Redlich, N.2
  • 4
    • 0000547924 scopus 로고
    • What does the retina know about natural scenes?
    • Atick J J and Redlich N 1992 What does the retina know about natural scenes? Neural Comput. 4 196-210
    • (1992) Neural Comput. , vol.4 , pp. 196-210
    • Atick, J.J.1    Redlich, N.2
  • 5
    • 0000728115 scopus 로고
    • Some informational aspects of visual perception
    • Attneave F 1954 Some informational aspects of visual perception Physiol. Rev. 61 183-93
    • (1954) Physiol. Rev. , vol.61 , pp. 183-193
    • Attneave, F.1
  • 6
    • 0002014402 scopus 로고
    • Possible principles underlying the transformation of sensory messages
    • ed W A Rosenblith (Cambridge, MA: MIT Press)
    • Barlow H B 1961 Possible principles underlying the transformation of sensory messages Sensory Communication ed W A Rosenblith (Cambridge, MA: MIT Press) pp 217-34
    • (1961) Sensory Communication , pp. 217-234
    • Barlow, H.B.1
  • 7
    • 0001471775 scopus 로고
    • Unsupervised learning
    • Barlow H B 1989 Unsupervised learning Neural Comput. 1 295-311
    • (1989) Neural Comput. , vol.1 , pp. 295-311
    • Barlow, H.B.1
  • 8
    • 0000761738 scopus 로고
    • Change of organization in the receptive fields of the cat's retina during dark adaption
    • Barlow H B, Fitzhugh R and Kuffler S W 1956 Change of organization in the receptive fields of the cat's retina during dark adaption J. Physiol. 137 338-54
    • (1956) J. Physiol. , vol.137 , pp. 338-354
    • Barlow, H.B.1    Fitzhugh, R.2    Kuffler, S.W.3
  • 9
    • 0001187198 scopus 로고
    • Statistics of natural images: Scaling in the woods
    • Bialek W and Ruderman D L 1994 Statistics of natural images: Scaling in the woods Phys. Rev. Lett. 73 814-7
    • (1994) Phys. Rev. Lett. , vol.73 , pp. 814-817
    • Bialek, W.1    Ruderman, D.L.2
  • 10
    • 0000377432 scopus 로고
    • Optimal sampling of natural images: A design principle for the visual system?
    • ed D Touretzky and J Moody (San Mateo, CA: Morgan Kaufmann)
    • Bialek W, Ruderman D L and Zee A 1991 Optimal sampling of natural images: A design principle for the visual system? Advances in Neural Information Processing Systems 3 ed D Touretzky and J Moody (San Mateo, CA: Morgan Kaufmann) pp 363-9
    • (1991) Advances in Neural Information Processing Systems 3 , pp. 363-369
    • Bialek, W.1    Ruderman, D.L.2    Zee, A.3
  • 11
    • 0001073983 scopus 로고
    • A contrast sensitive silicon retina with reciprocal synapses
    • ed J E Moody, J Hanson and R P Lippmann (San Mateo, CA: Morgan Kaufmann)
    • Boahen K A and Andreou A G 1992 A contrast sensitive silicon retina with reciprocal synapses Advances in Neural Information Processing Systems 4 ed J E Moody, J Hanson and R P Lippmann (San Mateo, CA: Morgan Kaufmann) pp 764-72
    • (1992) Advances in Neural Information Processing Systems 4 , pp. 764-772
    • Boahen, K.A.1    Andreou, A.G.2
  • 15
    • 0015946939 scopus 로고
    • Psychophysical studies of monkey vision III, Spatial luminance contrast sensitivity tests of macaque and human observers
    • De Valois R L, Morgan H and Snodderly D M 1974 Psychophysical studies of monkey vision III, Spatial luminance contrast sensitivity tests of macaque and human observers Vision Res. 14 75-81
    • (1974) Vision Res. , vol.14 , pp. 75-81
    • De Valois, R.L.1    Morgan, H.2    Snodderly, D.M.3
  • 16
    • 10644235792 scopus 로고
    • The quantum character of light and its bearing on threshold of vision, differential sensitivity and visual acuity of the eye
    • de Vries HL 1943 The quantum character of light and its bearing on threshold of vision, differential sensitivity and visual acuity of the eye Physica 10 553-64
    • (1943) Physica , vol.10 , pp. 553-564
    • De Vries, H.L.1
  • 17
    • 0020334207 scopus 로고
    • The influence of temporal frequency and adaption level on receptive field organization of retinal ganglion cells
    • Derrington A M and Lennie P 1982 The influence of temporal frequency and adaption level on receptive field organization of retinal ganglion cells J. Physiol. 333 343-66
    • (1982) J. Physiol. , vol.333 , pp. 343-366
    • Derrington, A.M.1    Lennie, P.2
  • 18
    • 0021646380 scopus 로고
    • Spatial and temporal contrast sensitivities of neurons in the lateral geniculate nucleus of macaque
    • Derrington A M and Lennie P 1984 Spatial and temporal contrast sensitivities of neurons in the lateral geniculate nucleus of macaque J. Physiol. 357 219-40
    • (1984) J. Physiol. , vol.357 , pp. 219-240
    • Derrington, A.M.1    Lennie, P.2
  • 21
    • 0343115514 scopus 로고
    • The contrast sensitivity of retinal ganglion cells of the cat
    • Enroth-Cugell C and Robson J G 1966 The contrast sensitivity of retinal ganglion cells of the cat J. Physiol. 187 517-52
    • (1966) J. Physiol. , vol.187 , pp. 517-552
    • Enroth-Cugell, C.1    Robson, J.G.2
  • 23
    • 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 J. Opt. Soc. Am. A 4 2379-94
    • (1987) J. Opt. Soc. Am. A , vol.4 , pp. 2379-2394
    • Field, D.J.1
  • 25
    • 0015541926 scopus 로고
    • Contrasts in spatial organization of receptive fields at geniculate and retinal levels: Center, surround and outer surround
    • Hammond P 1973 Contrasts in spatial organization of receptive fields at geniculate and retinal levels: center, surround and outer surround J. Physiol. 228 115-37
    • (1973) J. Physiol. , vol.228 , pp. 115-137
    • Hammond, P.1
  • 26
    • 0016168946 scopus 로고
    • Cat retinal ganglion cell: Size and shape of receptive field centers
    • Hammond P 1974 Cat retinal ganglion cell: size and shape of receptive field centers J. Physiol. 242 99-118
    • (1974) J. Physiol. , vol.242 , pp. 99-118
    • Hammond, P.1
  • 27
    • 0029639809 scopus 로고
    • Image enhancement with polymer grid triode arrays
    • Heeger J A, Heeger D J, Langan J and Yang Y 1995 Image enhancement with polymer grid triode arrays Science 270 1642-4
    • (1995) Science , vol.270 , pp. 1642-1644
    • Heeger, J.A.1    Heeger, D.J.2    Langan, J.3    Yang, Y.4
  • 28
    • 0015410815 scopus 로고
    • The outer disinhibitory surround of the retinal ganglion cell receptive fields
    • Ikeda H and Wright M J 1972 The outer disinhibitory surround of the retinal ganglion cell receptive fields J. Physiol. 226 511-44
    • (1972) J. Physiol. , vol.226 , pp. 511-544
    • Ikeda, H.1    Wright, M.J.2
  • 29
    • 0025232743 scopus 로고
    • New views of primate retinal functions
    • ed N Osborne and J Chader (Oxford: Pergamon)
    • Kaplan E and Lee B B 1990 New views of primate retinal functions Progress in Retinal Reseach vol 9, ed N Osborne and J Chader (Oxford: Pergamon) pp 273-336
    • (1990) Progress in Retinal Reseach , vol.9 , pp. 273-336
    • Kaplan, E.1    Lee, B.B.2
  • 30
    • 0018651787 scopus 로고
    • Effects of dark adaption on spatial and temporal properties of receptive fields in cat lateral geniculate nucleus
    • Kaplan E, Marcus S and So Yuen Tat 1979 Effects of dark adaption on spatial and temporal properties of receptive fields in cat lateral geniculate nucleus J. Physiol. 294 561-80
    • (1979) J. Physiol. , vol.294 , pp. 561-580
    • Kaplan, E.1    Marcus, S.2    So, Y.T.3
  • 31
    • 0342521839 scopus 로고
    • Spatial and spectral mechanism of the primate retinal ganglion cell
    • ed J J Kulikowski (Oxford: Pergamon)
    • Kaplan E, Shapley R M and Purpura K 1989 Spatial and spectral mechanism of the primate retinal ganglion cell Seeing Countour and Colour ed J J Kulikowski (Oxford: Pergamon) pp 36-40
    • (1989) Seeing Countour and Colour , pp. 36-40
    • Kaplan, E.1    Shapley, R.M.2    Purpura, K.3
  • 32
    • 0000516351 scopus 로고
    • Visual contrast sensitivity
    • Kelly D H 1977 Visual contrast sensitivity Optica Acta 24 107-29
    • (1977) Optica Acta , vol.24 , pp. 107-129
    • Kelly, D.H.1
  • 33
    • 0023511687 scopus 로고
    • Predictability and redundancy of natural images
    • Kersten D 1987 Predictability and redundancy of natural images J. Opt. Soc. Am. A 4 2395-400
    • (1987) J. Opt. Soc. Am. A , vol.4 , pp. 2395-2400
    • Kersten, D.1
  • 34
    • 0026011234 scopus 로고
    • Dopamin and the plasticity of the horizontal cell function in the teleost retina: Regulation of the spectral mechanism through D1-receptors
    • Kirsch K, Wagner H and Djamgoz B A 1991 Dopamin and the plasticity of the horizontal cell function in the teleost retina: regulation of the spectral mechanism through D1-receptors Vision Res. 31 401-12
    • (1991) Vision Res. , vol.31 , pp. 401-412
    • Kirsch, K.1    Wagner, H.2    Djamgoz, B.A.3
  • 36
    • 0000936991 scopus 로고
    • Statistics of television signals
    • Kretzmer E R 1952 Statistics of television signals Bell Syst. Tech. J. 31 751-63
    • (1952) Bell Syst. Tech. J. , vol.31 , pp. 751-763
    • Kretzmer, E.R.1
  • 37
    • 0017044719 scopus 로고
    • The relation between intercellular coupling and the electrical noise in the turtle photoreceptors
    • Lamb T D and Simon J E 1976 The relation between intercellular coupling and the electrical noise in the turtle photoreceptors J. Physiol. 263 257-86
    • (1976) J. Physiol. , vol.263 , pp. 257-286
    • Lamb, T.D.1    Simon, J.E.2
  • 38
    • 0025296529 scopus 로고
    • Spatial properties of the horizontal cell responses in the cat retina
    • Lankheet M J M, Frens M A and van de Grind W A 1990 Spatial properties of the horizontal cell responses in the cat retina Vision Res. 30 1257-75
    • (1990) Vision Res. , vol.30 , pp. 1257-1275
    • Lankheet, M.J.M.1    Frens, M.A.2    Van De Grind, W.A.3
  • 39
    • 0000426048 scopus 로고
    • Roles of the M and P pathways
    • ed R Shapley and D M-K Lam (Cambridge, MA: MIT Press)
    • Lennie P 1993 Roles of the M and P pathways Contrast Sensitivity ed R Shapley and D M-K Lam (Cambridge, MA: MIT Press) pp 202-13
    • (1993) Contrast Sensitivity , pp. 202-213
    • Lennie, P.1
  • 40
    • 26444499563 scopus 로고
    • Different retinal ganglion cells have different functional goals
    • Li Z 1992 Different retinal ganglion cells have different functional goals Int. J. Neural Sys. 3 237-48
    • (1992) Int. J. Neural Sys. , vol.3 , pp. 237-248
    • Li, Z.1
  • 41
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • Linsker R 1988 Self-organization in a perceptual network Computer 21 105-17
    • (1988) Computer , vol.21 , pp. 105-117
    • Linsker, R.1
  • 42
    • 0003284798 scopus 로고
    • An application of the principle of maximum information preservation to linear systems
    • ed D S Touretzkey (San Mateo, CA: Morgan Kaufmann)
    • Linsker R 1989 An application of the principle of maximum information preservation to linear systems Advances in Neural Information Processing Systems 1 ed D S Touretzkey (San Mateo, CA: Morgan Kaufmann) pp 186-94
    • (1989) Advances in Neural Information Processing Systems 1 , pp. 186-194
    • Linsker, R.1
  • 43
    • 0025318244 scopus 로고
    • Perceptual neural organization: Some approaches based on network models and information theory
    • Linsker R 1990 Perceptual neural organization: Some approaches based on network models and information theory Ann. Rev. Neurosci. 13 257-81
    • (1990) Ann. Rev. Neurosci. , vol.13 , pp. 257-281
    • Linsker, R.1
  • 44
    • 0000969444 scopus 로고
    • Deriving receptive fields using an optimal encoding criterion
    • ed J Hanson, J Cowan and C L Giles (San Mateo, CA: Morgan Kaufmann)
    • Linsker R 1993 Deriving receptive fields using an optimal encoding criterion Advances in Neural Information Processing Systems 5 ed J Hanson, J Cowan and C L Giles (San Mateo, CA: Morgan Kaufmann) pp 953-60
    • (1993) Advances in Neural Information Processing Systems 5 , pp. 953-960
    • Linsker, R.1
  • 45
    • 0342928994 scopus 로고
    • Localized principal components of natural images - An analytic solution
    • Liu Y and Shouval H 1994 Localized principal components of natural images - an analytic solution Network: Comput. Neural Syst. 5 317-24
    • (1994) Network: Comput. Neural Syst. , vol.5 , pp. 317-324
    • Liu, Y.1    Shouval, H.2
  • 48
    • 0023256116 scopus 로고
    • Horizontal cells contribute to the receptive field surround of ganglion cells in the rabbit retina
    • Mangel S C and Miller R F 1987 Horizontal cells contribute to the receptive field surround of ganglion cells in the rabbit retina Brain Res. 414 182-6
    • (1987) Brain Res. , vol.414 , pp. 182-186
    • Mangel, S.C.1    Miller, R.F.2
  • 49
    • 0021057538 scopus 로고
    • Averaging over the foveal receptor aperture curtails aliasing
    • Miller W H and Bernard G D 1983 Averaging over the foveal receptor aperture curtails aliasing Vision Res. 23 1365-9
    • (1983) Vision Res. , vol.23 , pp. 1365-1369
    • Miller, W.H.1    Bernard, G.D.2
  • 50
    • 0015319139 scopus 로고
    • The horizontal cells
    • Naka K 1972 The horizontal cells Vision Res. 12 573-88
    • (1972) Vision Res. , vol.12 , pp. 573-588
    • Naka, K.1
  • 52
    • 33751393998 scopus 로고
    • Designing receptive fields for highest fidelity
    • Ruderman D L 1994 Designing receptive fields for highest fidelity Network: Comput. Neural Syst. 5 147-55
    • (1994) Network: Comput. Neural Syst. , vol.5 , pp. 147-155
    • Ruderman, D.L.1
  • 54
    • 0038624480 scopus 로고
    • Statistics of natural images: Scaling in the woods
    • ed J Hanson, J Cowan and C L Giles (San Mateo, CA: Morgan Kaufmann)
    • Ruderman D L and Bialek W 1994 Statistics of natural images: scaling in the woods Advances in Neural Information Processing Systems 6 ed J Hanson, J Cowan and C L Giles (San Mateo, CA: Morgan Kaufmann) pp 551-58
    • (1994) Advances in Neural Information Processing Systems 6 , pp. 551-558
    • Ruderman, D.L.1    Bialek, W.2
  • 57
    • 0020427365 scopus 로고
    • Predictive coding: A fresh view of inhibition in the retina
    • Srinivasan M V, Laughlin S B and Dubs A 1982 Predictive coding: a fresh view of inhibition in the retina Proc. R. Soc. B 216 427-59
    • (1982) Proc. R. Soc. B , vol.216 , pp. 427-459
    • Srinivasan, M.V.1    Laughlin, S.B.2    Dubs, A.3
  • 58
    • 0020563088 scopus 로고
    • The statistical reliability of signals in single neurons in cat and monkey visual cortex
    • Tolhurst D J, Movshon J A and Dean A F 1983 The statistical reliability of signals in single neurons in cat and monkey visual cortex Vision Res. 23 775-85
    • (1983) Vision Res. , vol.23 , pp. 775-785
    • Tolhurst, D.J.1    Movshon, J.A.2    Dean, A.F.3
  • 60
    • 0000791954 scopus 로고
    • Theoretical predictions of spatiotemporal receptive fields of fly LMCs, and experimental validation
    • van Hateren J H 1992 Theoretical predictions of spatiotemporal receptive fields of fly LMCs, and experimental validation J. Comp. Physiol. A 171 157-70
    • (1992) J. Comp. Physiol. A , vol.171 , pp. 157-170
    • Van Hateren, J.H.1
  • 61
    • 0027015278 scopus 로고
    • A theory of maximizing sensory information
    • van Hateren J H 1992 A theory of maximizing sensory information Biol. Cybern. 68 23-9
    • (1992) Biol. Cybern. , vol.68 , pp. 23-29
    • Van Hateren, J.H.1
  • 62
    • 0027506347 scopus 로고
    • Spatiotemporal contrast sensitivity of early vision
    • van Hateren J H 1993 Spatiotemporal contrast sensitivity of early vision Vision Res. 23 257-67
    • (1993) Vision Res. , vol.23 , pp. 257-267
    • Van Hateren, J.H.1
  • 65
    • 0021908218 scopus 로고
    • Aliasing in human foveal vision
    • Williams D R 1985 Aliasing in human foveal vision Vision Res. 25 195-205
    • (1985) Vision Res. , vol.25 , pp. 195-205
    • Williams, D.R.1
  • 66
    • 0022652515 scopus 로고
    • Seeing through the photoreceptor mosaic
    • Williams D R 1986 Seeing through the photoreceptor mosaic Trends Neurosci. 9 193-8
    • (1986) Trends Neurosci. , vol.9 , pp. 193-198
    • Williams, D.R.1
  • 67
    • 0023394404 scopus 로고
    • Cone spacing and visual resolution limit
    • Williams D R and Coletta N J 1987 Cone spacing and visual resolution limit J. Opt. Soc. Am. 4 1514-23
    • (1987) J. Opt. Soc. Am. , vol.4 , pp. 1514-1523
    • Williams, D.R.1    Coletta, N.J.2
  • 69
    • 0029358619 scopus 로고
    • A new structure for a 2-D silicon retina
    • Wu C and Chiu C 1995 A new structure for a 2-D silicon retina IEEE J. Solid State Circuits 30 890-97
    • (1995) IEEE J. Solid State Circuits , vol.30 , pp. 890-897
    • Wu, C.1    Chiu, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.