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Volumn 18, Issue 2, 2007, Pages 81-100

Complex cell pooling and the statistics of natural images

Author keywords

Contrast gain control; Independent subspace analysis; Lp norm spherical distribution; Natural image statistics

Indexed keywords

ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; CYTOLOGY; HUMAN; NERVE CELL; NONLINEAR SYSTEM; PHYSIOLOGY; STATISTICAL MODEL; VISION; VISUAL CORTEX;

EID: 35649018818     PISSN: 0954898X     EISSN: 13616536     Source Type: Journal    
DOI: 10.1080/09548980701418942     Document Type: Article
Times cited : (55)

References (24)
  • 1
    • 0022014331 scopus 로고
    • Spatiotemporal energy models for the perception of motion
    • Adelson EH, Bergen JR. 1985. Spatiotemporal energy models for the perception of motion. J Opt Soc Am A 2(2):284-299.
    • (1985) J Opt Soc Am A , vol.2 , Issue.2 , pp. 284-299
    • Adelson, E.H.1    Bergen, J.R.2
  • 2
    • 33644685838 scopus 로고    scopus 로고
    • Functional connectivity between simple cells and complex cells in cat striate cortex
    • Alonso J-M, Martinez LM. 1998. Functional connectivity between simple cells and complex cells in cat striate cortex. Nature Neuroscience 1(5):395-403.
    • (1998) Nature Neuroscience , vol.1 , Issue.5 , pp. 395-403
    • Alonso, J.-M.1    Martinez, L.M.2
  • 3
    • 0032811754 scopus 로고    scopus 로고
    • Neural mechanisms for processing binocular information i. Simple cells
    • Anzai A, Ohzawa I, Freeman R.D. 1999. Neural mechanisms for processing binocular information i. Simple cells. J Neurophysiol 82:891-908.
    • (1999) J Neurophysiol , vol.82 , pp. 891-908
    • Anzai, A.1    Ohzawa, I.2    Freeman, R.D.3
  • 4
    • 0030832881 scopus 로고    scopus 로고
    • The independent components of natural scenes are edge filters
    • Bell AJ, Sejnowski TJ. 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
    • 0033366228 scopus 로고    scopus 로고
    • Complex cells as cortically amplified simple cells
    • Chance FS, Nelson SB, Abbott LF. 1999. Complex cells as cortically amplified simple cells. Nature Neuroscience 2(3):277-282.
    • (1999) Nature Neuroscience , vol.2 , Issue.3 , pp. 277-282
    • Chance, F.S.1    Nelson, S.B.2    Abbott, L.F.3
  • 11
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Hinton GE. 2002. Training products of experts by minimizing contrastive divergence. Neural Computation 14:1771-1800.
    • (2002) Neural Computation , vol.14 , pp. 1771-1800
    • Hinton, G.E.1
  • 12
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvärinen A. 1999. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans on Neural Networks 10(3):626-634.
    • (1999) IEEE Trans on Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 13
    • 0034222304 scopus 로고    scopus 로고
    • Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces
    • Hyvärinen A, Hoyer PO. 2000. Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces. Neural Computation 12(7):1705-1720.
    • (2000) Neural Computation , vol.12 , Issue.7 , pp. 1705-1720
    • Hyvärinen, A.1    Hoyer, P.O.2
  • 14
    • 26444552966 scopus 로고    scopus 로고
    • Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2
    • Hyvärinen A, Gutmann M, Hoyer P. 2005. Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2. BMC Neuroscience 6(12).
    • (2005) BMC Neuroscience , vol.6 , Issue.12
    • Hyvärinen, A.1    Gutmann, M.2    Hoyer, P.3
  • 16
    • 0041825352 scopus 로고    scopus 로고
    • Learning the nonlinearity of neurons from natural visual stimuli
    • Kayser C, Körding KP, König P. 2003. Learning the nonlinearity of neurons from natural visual stimuli. Neural Comput. 15(8):1751-1759.
    • (2003) Neural Comput , vol.15 , Issue.8 , pp. 1751-1759
    • Kayser, C.1    Körding, K.P.2    König, P.3
  • 17
    • 18244431804 scopus 로고    scopus 로고
    • How are complex cell properties adapted to the statistics of natural stimuli?
    • Körding K, Kayser C, Einhäuser W, König P. 2004. How are complex cell properties adapted to the statistics of natural stimuli? Journal of Neurophysiology 91(1):206-12.
    • (2004) Journal of Neurophysiology , vol.91 , Issue.1 , pp. 206-212
    • Körding, K.1    Kayser, C.2    Einhäuser, W.3    König, P.4
  • 18
    • 0036214362 scopus 로고    scopus 로고
    • On the classification of simple and complex cells
    • Mechler F, Ringach DL. 2002. On the classification of simple and complex cells. Vision Research 42(8): 1017-33.
    • (2002) Vision Research , vol.42 , Issue.8 , pp. 1017-1033
    • Mechler, F.1    Ringach, D.L.2
  • 19
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen BA, Field DJ. 1996. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381:607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 20
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • Olshausen BA, Field DJ. 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
  • 21
    • 0000724011 scopus 로고
    • Robust bayesian inference in lq-spherical models (in miscellanea)
    • Osiewalski J, Steel MFJ. 1993. Robust bayesian inference in lq-spherical models (in miscellanea). Biometrika 80(2):456-460.
    • (1993) Biometrika , vol.80 , Issue.2 , pp. 456-460
    • Osiewalski, J.1    Steel, M.F.J.2
  • 22
    • 33644900506 scopus 로고    scopus 로고
    • Topographic product models applied to natural scene statistics
    • Osindero S, Welling M, Hinton GE. 2006. Topographic product models applied to natural scene statistics. Neural Computation 18:381-414.
    • (2006) Neural Computation , vol.18 , pp. 381-414
    • Osindero, S.1    Welling, M.2    Hinton, G.E.3
  • 23
    • 0034939633 scopus 로고    scopus 로고
    • Natural signal statistics and sensory gain control
    • Schwartz O, Simoncelli EP. 2001. Natural signal statistics and sensory gain control. Nature Neuroscience 4(8):819-825.
    • (2001) Nature Neuroscience , vol.4 , Issue.8 , pp. 819-825
    • Schwartz, O.1    Simoncelli, E.P.2
  • 24
    • 0032492432 scopus 로고    scopus 로고
    • Independent component filters of natural images compared with simple cells in primary visual cortex
    • van Hateren JH, van der Schaaf A. 1998. Independent component filters of natural images compared with simple cells in primary visual cortex. Proc Royal Society ser B 265:359-366.
    • (1998) Proc Royal Society ser B , vol.265 , pp. 359-366
    • van Hateren, J.H.1    van der Schaaf, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.