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Volumn 28, Issue 9, 1999, Pages 1089-1104

Temporal constraints on visual learning: A computational model

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; DEPTH PERCEPTION; HUMAN; MEMORY; PHYSIOLOGY; TIME;

EID: 0033253628     PISSN: 03010066     EISSN: None     Source Type: Journal    
DOI: 10.1068/p281089     Document Type: Article
Times cited : (7)

References (40)
  • 1
    • 0005333925 scopus 로고
    • Cerebral cortex as a model builder
    • Eds D Rose, V Dobson (New York: John Wiley)
    • Barlow H, 1985 "Cerebral cortex as a model builder", in Models of the Visual Cortex Eds D Rose, V Dobson (New York: John Wiley) pp 37-46
    • (1985) Models of the Visual Cortex , pp. 37-46
    • Barlow, H.1
  • 2
    • 0038032386 scopus 로고    scopus 로고
    • Intraneuronal information processing, directional selectivity, and memory for spatiotemporal sequences
    • Barlow H, 1996 "Intraneuronal information processing, directional selectivity, and memory for spatiotemporal sequences" Network 7 251-259
    • (1996) Network , vol.7 , pp. 251-259
    • Barlow, H.1
  • 3
    • 18144362706 scopus 로고    scopus 로고
    • Learning viewpoint-invariant face representations from visual experience in an attractor network
    • Bartlett M S, Sejnowski T J, 1998 "Learning viewpoint-invariant face representations from visual experience in an attractor network" Network: Computation in Neural Systems 9 399-418
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 399-418
    • Bartlett, M.S.1    Sejnowski, T.J.2
  • 4
    • 0039765609 scopus 로고
    • Learning to categorize objects using temporal coherence
    • Eds J E Moody, S J Hanson, R P Lippmann (San Mateo, CA: Morgan Kaufmann)
    • Becker S, 1992 "Learning to categorize objects using temporal coherence", in Neural Information Processing Systems 5 Eds J E Moody, S J Hanson, R P Lippmann (San Mateo, CA: Morgan Kaufmann) pp 361-368
    • (1992) Neural Information Processing Systems 5 , pp. 361-368
    • Becker, S.1
  • 5
    • 0002469309 scopus 로고    scopus 로고
    • Mutual information maximization: Models of cortical self-organisation
    • Becker S, 1996 "Mutual information maximization: Models of cortical self-organisation" Network: Computation in Neural Systems 7 7-31
    • (1996) Network: Computation in Neural Systems , vol.7 , pp. 7-31
    • Becker, S.1
  • 6
    • 0026586030 scopus 로고
    • Self-organizing neural network that discovers surfaces in random-dot stereograms
    • Becker S, Hinton G, 1992 "Self-organizing neural network that discovers surfaces in random-dot stereograms" Nature (London) 335 161-163
    • (1992) Nature (London) , vol.335 , pp. 161-163
    • Becker, S.1    Hinton, G.2
  • 8
    • 0039173131 scopus 로고
    • The neocortical link: Thoughts on the generality of structure and function of the neocortex
    • Eds M Brazier, H Petsche (New York: Raven Press)
    • Creutzfeldt O D, 1978 "The neocortical link: Thoughts on the generality of structure and function of the neocortex", in Architectonics of the Cerebral Cortex Eds M Brazier, H Petsche (New York: Raven Press)
    • (1978) Architectonics of the Cerebral Cortex
    • Creutzfeldt, O.D.1
  • 9
    • 0008920033 scopus 로고
    • The canonical microcircuit: A co-operative neuronal network for neocortex
    • Eds B Albowitz, K Albus, U Kuhnt (Berlin: Springer)
    • Douglas R, Martin K, 1994 "The canonical microcircuit: A co-operative neuronal network for neocortex", in Structural and Functional Organisation of the Neocortex Eds B Albowitz, K Albus, U Kuhnt (Berlin: Springer) pp 131-141
    • (1994) Structural and Functional Organisation of the Neocortex , pp. 131-141
    • Douglas, R.1    Martin, K.2
  • 10
    • 84986816002 scopus 로고
    • Is the cerebral neocortex a uniform cognitive architecture?
    • Ebdon M, 1993 "Is the cerebral neocortex a uniform cognitive architecture?" Mind and Language 8 369-403
    • (1993) Mind and Language , vol.8 , pp. 369-403
    • Ebdon, M.1
  • 11
    • 0025965982 scopus 로고
    • A self-organising multiple-view representation of 3d objects
    • Edelman S, Weinshall D, 1991 "A self-organising multiple-view representation of 3d objects" Biological Cybernetics 64 209-219
    • (1991) Biological Cybernetics , vol.64 , pp. 209-219
    • Edelman, S.1    Weinshall, D.2
  • 12
    • 0039765608 scopus 로고    scopus 로고
    • Technical Report 404, Department of Cognitive and Computing Sciences, University of Sussex, Falmer, UK
    • Eglen S, Stone J, Barrow H, 1996 "Learning perceptual invariances: A spatial model", Technical Report 404, Department of Cognitive and Computing Sciences, University of Sussex, Falmer, UK
    • (1996) Learning Perceptual Invariances: A Spatial Model
    • Eglen, S.1    Stone, J.2    Barrow, H.3
  • 13
    • 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
  • 14
    • 0001559129 scopus 로고
    • Models of synaptic plasticity and cellular analogs of learning in the developing and adult vertebrate visual cortex
    • Eds V Casagrande, P Shinkman, Neural Ablex Norwood, NJ: Ablex
    • Fregnac Y, Shulz D, 1994 "Models of synaptic plasticity and cellular analogs of learning in the developing and adult vertebrate visual cortex", in Advances in Neural and Behavioural Development Eds V Casagrande, P Shinkman, Neural Ablex Volume 4 (Norwood, NJ: Ablex) pp 149-235
    • (1994) Advances in Neural and Behavioural Development , vol.4 , pp. 149-235
    • Fregnac, Y.1    Shulz, D.2
  • 16
    • 0002233333 scopus 로고
    • Conversion of temporal correlations between stimuli to spatial correlations between attractors
    • Griniasty M, Tsodyks M V, Amit D J, 1993 "Conversion of temporal correlations between stimuli to spatial correlations between attractors" Neural Computation 5 1-17
    • (1993) Neural Computation , vol.5 , pp. 1-17
    • Griniasty, M.1    Tsodyks, M.V.2    Amit, D.J.3
  • 17
    • 0024732792 scopus 로고
    • Connectionist learning procedures
    • Hinton G, 1989a "Connectionist learning procedures" Artificial Intelligence 40(1-3) 185-234
    • (1989) Artificial Intelligence , vol.40 , Issue.1-3 , pp. 185-234
    • Hinton, G.1
  • 18
    • 0040357676 scopus 로고
    • Unsupervised learning procedures
    • Manchester University, Manchester, UK (audio tape recording)
    • Hinton G, 1989b "Unsupervised learning procedures", First Sun Annual Lecture, Manchester University, Manchester, UK (audio tape recording)
    • (1989) First Sun Annual Lecture
    • Hinton, G.1
  • 21
    • 0029231997 scopus 로고
    • Error functions, error signals, and conjugate gradient back propagation
    • Cambridge: Cambridge University Press
    • Lister R, Stone J V, 1995 "Error functions, error signals, and conjugate gradient back propagation", in International Conference on Neural Networks, Cambridge (Cambridge: Cambridge University Press) pp 76-81
    • (1995) International Conference on Neural Networks, Cambridge , pp. 76-81
    • Lister, R.1    Stone, J.V.2
  • 23
    • 0003834557 scopus 로고
    • New York: W H Freeman
    • Marr D, 1982 Vision (New York: W H Freeman)
    • (1982) Vision
    • Marr, D.1
  • 24
    • 0012115503 scopus 로고
    • Visual responses of neurons in somatosensory cortex of hamsters with experimentally induced retinal projections to somatosensory thalamus
    • Métin C, Frost D, 1989 "Visual responses of neurons in somatosensory cortex of hamsters with experimentally induced retinal projections to somatosensory thalamus" Proceedings of the National Academy of Sciences of the USA 86 357-361
    • (1989) Proceedings of the National Academy of Sciences of the USA , vol.86 , pp. 357-361
    • Métin, C.1    Frost, D.2
  • 25
    • 0039765605 scopus 로고
    • Removing time variation with the anti-Hebbian differential synapse
    • Mitchison G, 1991 "Removing time variation with the anti-Hebbian differential synapse" Neural Computation 3 312-320
    • (1991) Neural Computation , vol.3 , pp. 312-320
    • Mitchison, G.1
  • 26
    • 0023812211 scopus 로고
    • Neuronal correlate of visual associative long-term memory in the primate temporal cortex
    • Miyashita Y, 1988 "Neuronal correlate of visual associative long-term memory in the primate temporal cortex" Nature (London) 335 817-820
    • (1988) Nature (London) , vol.335 , pp. 817-820
    • Miyashita, Y.1
  • 27
    • 0020464111 scopus 로고
    • A simplified neuron model as a principal component analyzer
    • Oja E, 1982 "A simplified neuron model as a principal component analyzer" Journal of Mathematical Biology 15(3) 267-273
    • (1982) Journal of Mathematical Biology , vol.15 , Issue.3 , pp. 267-273
    • Oja, E.1
  • 28
    • 0000814289 scopus 로고
    • The discovery of structure by multi-stream networks of local processors with contextual guidance
    • Phillips W, Kay J, Smyth D, 1995 "The discovery of structure by multi-stream networks of local processors with contextual guidance" Network 6 225-246
    • (1995) Network , vol.6 , pp. 225-246
    • Phillips, W.1    Kay, J.2    Smyth, D.3
  • 29
    • 0022417790 scopus 로고
    • Computational vision and regularization theory
    • Poggio T, Torre V, Koch C, 1985 "Computational vision and regularization theory" Nature (London) 317 314-319
    • (1985) Nature (London) , vol.317 , pp. 314-319
    • Poggio, T.1    Torre, V.2    Koch, C.3
  • 31
    • 0025224134 scopus 로고
    • A map of visual space induced in primary auditory-cortex
    • Roe A, Pallas S, Hahm J, Sur M, 1990 "A map of visual space induced in primary auditory-cortex" Science 250 818-820
    • (1990) Science , vol.250 , pp. 818-820
    • Roe, A.1    Pallas, S.2    Hahm, J.3    Sur, M.4
  • 32
    • 0001128396 scopus 로고
    • Competitive anti-Hebbian learning of invariants
    • Eds J E Moody, S J Hanson, R P Lippmann (San Mateo, CA: Morgan Kaufmann)
    • Schraudolph N, Sejnowski T, 1991 "Competitive anti-Hebbian learning of invariants", in Neural Information Processing Systems 4 Eds J E Moody, S J Hanson, R P Lippmann (San Mateo, CA: Morgan Kaufmann) pp 1017-1024
    • (1991) Neural Information Processing Systems 4 , pp. 1017-1024
    • Schraudolph, N.1    Sejnowski, T.2
  • 33
    • 0029704039 scopus 로고    scopus 로고
    • A canonical microfunction for learning perceptual invariances
    • Stone J V, 1996a "A canonical microfunction for learning perceptual invariances" Perception 25 207-220
    • (1996) Perception , vol.25 , pp. 207-220
    • Stone, J.V.1
  • 34
    • 0030265917 scopus 로고    scopus 로고
    • Learning perceptually salient visual parameters through spatiotemporal smoothness constraints
    • Stone J V 1996b "Learning perceptually salient visual parameters through spatiotemporal smoothness constraints" Neural Computation 8 1463-1492
    • (1996) Neural Computation , vol.8 , pp. 1463-1492
    • Stone, J.V.1
  • 35
    • 0040357675 scopus 로고
    • A learning rule for extracting spatio-temporal invariances
    • Stone J V, Bray A, 1995 "A learning rule for extracting spatio-temporal invariances" Network 6(3) 1-8
    • (1995) Network , vol.6 , Issue.3 , pp. 1-8
    • Stone, J.V.1    Bray, A.2
  • 37
    • 26444477707 scopus 로고    scopus 로고
    • Spatio-temporal influences at the neural net level of object recognition
    • Wallis G, 1998 "Spatio-temporal influences at the neural net level of object recognition" Network: Computation in Neural Systems 9 265-278
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 265-278
    • Wallis, G.1
  • 39
    • 0009912228 scopus 로고
    • A marquardt algorithm for choosing the step-size in backpropagation learning with conjugate gradients
    • University of Sussex, Falmer, UK
    • Williams P, 1991 "A Marquardt algorithm for choosing the step-size in backpropagation learning with conjugate gradients", Cognitive Science Research Paper CSRP 229, University of Sussex, Falmer, UK
    • (1991) Cognitive Science Research Paper CSRP 229
    • Williams, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.