메뉴 건너뛰기




Volumn 12, Issue 3, 2000, Pages 565-596

Self-organization of symmetry networks: Transformation invariance from the spontaneous symmetry-breaking mechanism

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; LEARNING; MATHEMATICS; NERVE CELL; NONLINEAR SYSTEM; NORMAL DISTRIBUTION; PHYSIOLOGY; SYNAPSE;

EID: 0034149902     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976600300015718     Document Type: Article
Times cited : (4)

References (28)
  • 1
    • 0001471775 scopus 로고
    • Unsupervised learning
    • Barlow, H. B. (1989). Unsupervised learning. Neural Computation, 1, 295-311.
    • (1989) Neural Computation , vol.1 , pp. 295-311
    • Barlow, H.B.1
  • 2
    • 0038882546 scopus 로고
    • Unsupervised learning of invariant representations of faces through temporal association
    • J. M. Bower (Ed.), Norwell, MA: Kluwer
    • Bartlett, M. S., & Sejnowski, T. (1995). Unsupervised learning of invariant representations of faces through temporal association. In J. M. Bower (Ed.), The neurobiology of computation. Norwell, MA: Kluwer.
    • (1995) The Neurobiology of Computation
    • Bartlett, M.S.1    Sejnowski, T.2
  • 3
    • 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
  • 4
    • 0002828852 scopus 로고    scopus 로고
    • Receptive field formation in natural scene environments: Comparison of single-cell learning rules
    • Blais, B. S., Intrator, N., Shouval, H. V., & Cooper, L. N. (1998). Receptive field formation in natural scene environments: Comparison of single-cell learning rules. Neural Computation, 10, 1797-1813.
    • (1998) Neural Computation , vol.10 , pp. 1797-1813
    • Blais, B.S.1    Intrator, N.2    Shouval, H.V.3    Cooper, L.N.4
  • 5
    • 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, 4, 2379-2394.
    • (1987) Journal of the Optical Society of America , vol.4 , pp. 2379-2394
    • Field, D.J.1
  • 6
    • 0000188120 scopus 로고
    • Learning invariance from transformation sequences
    • Foldiak, P. (1991). Learning invariance from transformation sequences. Neural Computation, 3, 194-200.
    • (1991) Neural Computation , vol.3 , pp. 194-200
    • Foldiak, P.1
  • 8
    • 0026836060 scopus 로고
    • Rotation-invariant neural pattern recognition system with application to coin recognition
    • Fukumi, M., Omatu, S., Takeda, F., & Kosaka, T. (1992). Rotation-invariant neural pattern recognition system with application to coin recognition. IEEE Transactions on Neural Networks, 3, 272-279.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , pp. 272-279
    • Fukumi, M.1    Omatu, S.2    Takeda, F.3    Kosaka, T.4
  • 9
    • 0020331278 scopus 로고
    • Neocognitron: A new algorithm for pattern recognition tolerant of deformations and shifts in position
    • Fukushima, K., & Miyake, S. (1982). Neocognitron: A new algorithm for pattern recognition tolerant of deformations and shifts in position. Pattern Recognition, 15, 455-469.
    • (1982) Pattern Recognition , vol.15 , pp. 455-469
    • Fukushima, K.1    Miyake, S.2
  • 11
    • 84977125093 scopus 로고
    • Learning translation invariant recognition in a massively parallel network
    • G. Goos & J. Hartmanis (Eds.), New York: Springer-Verlag
    • Hinton, G. E. (1987). Learning translation invariant recognition in a massively parallel network. In G. Goos & J. Hartmanis (Eds.), PARLE: Parallel architectures and languages europe (pp. 1-13).New York: Springer-Verlag.
    • (1987) PARLE: Parallel Architectures and Languages Europe , pp. 1-13
    • Hinton, G.E.1
  • 12
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • Hubel, D. H., & Wiesel, T. N. (1962). Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. Journal of Physiology, 160, 106-154.
    • (1962) Journal of Physiology , vol.160 , pp. 106-154
    • Hubel, D.H.1    Wiesel, T.N.2
  • 15
    • 0020464111 scopus 로고
    • A simplified neuron model as a principal component analyser
    • Oja, E. (1982). A simplified neuron model as a principal component analyser. Journal of Mathematical Biology, 15, 267-273.
    • (1982) Journal of Mathematical Biology , vol.15 , pp. 267-273
    • Oja, E.1
  • 16
    • 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, 381, 607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 17
    • 26444495697 scopus 로고    scopus 로고
    • Development of localized oriented receptive fields by learning a translation-invariant code for natural images
    • Rao, R. P. N., & Ballard, D. H. (1998). Development of localized oriented receptive fields by learning a translation-invariant code for natural images. Network: Computation in Neural Systems, 9, 219-234.
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 219-234
    • Rao, R.P.N.1    Ballard, D.H.2
  • 20
    • 0027663698 scopus 로고
    • Symmetries and discriminability in feedforward network architectures
    • Shawe-Taylor, J. (1993). Symmetries and discriminability in feedforward network architectures. IEEE Transactions on Neural Networks, 4, 816-826.
    • (1993) IEEE Transactions on Neural Networks , vol.4 , pp. 816-826
    • Shawe-Taylor, J.1
  • 21
    • 0001440803 scopus 로고
    • Tangent prop - A formalism for specifying selected invariances in an adaptive network
    • Simard, P., Victorri, B., Le Cun, Y., & Denker, J. (1991). Tangent prop - a formalism for specifying selected invariances in an adaptive network. Neural Information Processing Systems, 4, 895-903.
    • (1991) Neural Information Processing Systems , vol.4 , pp. 895-903
    • Simard, P.1    Victorri, B.2    Le Cun, Y.3    Denker, J.4
  • 23
    • 0038882545 scopus 로고
    • Self-organisation of position- and deformation-tolerant neural representations
    • Webber, C. J. S. (1991). Self-organisation of position- and deformation-tolerant neural representations. Network: Computation in Neural Systems, 2, 43-61.
    • (1991) Network: Computation in Neural Systems , vol.2 , pp. 43-61
    • Webber, C.J.S.1
  • 24
    • 0038882538 scopus 로고
    • Self-organisation of transformation-invariant detectors for constituents of perceptual patterns
    • Webber, C. J. S. (1994). Self-organisation of transformation-invariant detectors for constituents of perceptual patterns. Network: Computation in Neural Systems, 5, 471-496.
    • (1994) Network: Computation in Neural Systems , vol.5 , pp. 471-496
    • Webber, C.J.S.1
  • 25
    • 0039475178 scopus 로고    scopus 로고
    • Generalisation and discrimination emerge from a self-organising componential network: A speech example
    • Webber, C. J. S. (1997). Generalisation and discrimination emerge from a self-organising componential network: A speech example. Network: Computation in Neural Systems, 8, 425-440.
    • (1997) Network: Computation in Neural Systems , vol.8 , pp. 425-440
    • Webber, C.J.S.1
  • 26
    • 26444441501 scopus 로고    scopus 로고
    • Emergent componential coding of a handwriting-image database by neural self-organisation
    • Webber, C. J. S. (1998). Emergent componential coding of a handwriting-image database by neural self-organisation. Network: Computation in Neural Systems, 9, 433-447.
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 433-447
    • Webber, C.J.S.1
  • 27
    • 0038882537 scopus 로고
    • Unpublished doctoral dissertation, University of London
    • Wood, J. J. (1995). A model of adaptive invariance. Unpublished doctoral dissertation, University of London.
    • (1995) A Model of Adaptive Invariance
    • Wood, J.J.1
  • 28
    • 0040066985 scopus 로고
    • Spontaneous symmetry breaking and the formation of columnar structures in the primary visual cortex
    • Yamagishi, K. (1994). Spontaneous symmetry breaking and the formation of columnar structures in the primary visual cortex. Network: Computation in Neural Systems, 5, 61-73.
    • (1994) Network: Computation in Neural Systems , vol.5 , pp. 61-73
    • Yamagishi, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.