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Volumn 17, Issue 8-9, 2004, Pages 1377-1389

Hierarchical self-organization of minicolumnar receptive fields

Author keywords

Cerebral cortex; Columnar organization; Cortical maps; Self organization; Synaptic plasticity; Unsupervised learning

Indexed keywords

AFFERENT FIBERS; RECEPTIVE FIELDS (RF); SPIKE PATTERNS; SUPERPOSITIONS;

EID: 9144241266     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2004.07.008     Document Type: Conference Paper
Times cited : (12)

References (48)
  • 1
    • 0033667165 scopus 로고    scopus 로고
    • Synaptic plasticity: Taming the beast
    • L.F. Abbott, and S.B. Nelson Synaptic plasticity: Taming the beast Nature Neuroscience 3 2000 1178 1183
    • (2000) Nature Neuroscience , vol.3 , pp. 1178-1183
    • Abbott, L.F.1    Nelson, S.B.2
  • 2
    • 0021332025 scopus 로고
    • Columnar organization of directionally selective cells in visual area MT of the macaque
    • T.D. Albright, R. Desimone, and C.G. Gross Columnar organization of directionally selective cells in visual area MT of the macaque Journal of Neurophysiology 51 1 1984 16 31
    • (1984) Journal of Neurophysiology , vol.51 , Issue.1 , pp. 16-31
    • Albright, T.D.1    Desimone, R.2    Gross, C.G.3
  • 3
    • 0024371778 scopus 로고
    • Horizontal organization of orientation-sensitive cells in primate visual cortex
    • W.T. Baxter, and B.M. Dow Horizontal organization of orientation- sensitive cells in primate visual cortex Biological Cybernetics 61 1989 171 182
    • (1989) Biological Cybernetics , vol.61 , pp. 171-182
    • Baxter, W.T.1    Dow, B.M.2
  • 4
    • 0036062345 scopus 로고    scopus 로고
    • Modeling large cortical networks with growing self-organizing maps
    • J.A. Bednar, A. Kelkar, and R. Miikkulainen Modeling large cortical networks with growing self-organizing maps Neurocomputing 44 2002 315 321
    • (2002) Neurocomputing , vol.44 , pp. 315-321
    • Bednar, J.A.1    Kelkar, A.2    Miikkulainen, R.3
  • 6
    • 0025408704 scopus 로고
    • Emergence and refinement of clustered horizontal connections in cat striate cortex
    • M.C. Callaway, and L.C. Katz Emergence and refinement of clustered horizontal connections in cat striate cortex Journal of Neuroscience 10 1990 1134 1153
    • (1990) Journal of Neuroscience , vol.10 , pp. 1134-1153
    • Callaway, M.C.1    Katz, L.C.2
  • 7
    • 0029837898 scopus 로고    scopus 로고
    • Development of orientation preference maps in ferret primary visual cortex
    • B. Chapman, M.P. Stryker, and T. Bonhoeffer Development of orientation preference maps in ferret primary visual cortex Journal of Neuroscience 16 1996 6443 6453
    • (1996) Journal of Neuroscience , vol.16 , pp. 6443-6453
    • Chapman, B.1    Stryker, M.P.2    Bonhoeffer, T.3
  • 8
    • 0005819124 scopus 로고    scopus 로고
    • Modelling multiple-cause structure using rectification constraints
    • D. Charles, and C. Fyfe Modelling multiple-cause structure using rectification constraints Network: Computation in Neural Systems 9 1998 167 182
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 167-182
    • Charles, D.1    Fyfe, C.2
  • 9
    • 0001179408 scopus 로고
    • Competition and multiple cause models
    • P. Dayan, and R.S. Zemel Competition and multiple cause models Neural Computation 7 1995 565 579
    • (1995) Neural Computation , vol.7 , pp. 565-579
    • Dayan, P.1    Zemel, R.S.2
  • 10
    • 0034672804 scopus 로고    scopus 로고
    • Pyramidal cells, patches, and cortical columns: A comparative study of infragranular neurons in TEO, TE, and the superior temporal polysensory areas of the macaque monkey
    • G.N. Elston, and M.P.G. Rosa Pyramidal cells, patches, and cortical columns: A comparative study of infragranular neurons in TEO, TE, and the superior temporal polysensory areas of the macaque monkey Journal of Neuroscience 20 2000 1 5
    • (2000) Journal of Neuroscience , vol.20 , pp. 1-5
    • Elston, G.N.1    Rosa, M.P.G.2
  • 11
    • 0029295245 scopus 로고
    • Models of orientation and ocular dominance columns in the visual-cortex: A critical comparison
    • E. Erwin, K. Obermayer, and K. Schulten Models of orientation and ocular dominance columns in the visual-cortex: A critical comparison Neural Computation 7 1995 425 468
    • (1995) Neural Computation , vol.7 , pp. 425-468
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 12
    • 0024988929 scopus 로고
    • Demonstration of discrete place-defined columns, segregates, in cat SI
    • O.V. Favorov, and M. Diamond Demonstration of discrete place-defined columns, segregates, in cat SI Journal of Comparative Neurology 298 1990 97 112
    • (1990) Journal of Comparative Neurology , vol.298 , pp. 97-112
    • Favorov, O.V.1    Diamond, M.2
  • 13
    • 0023769004 scopus 로고
    • Spatial organization of the peripheral input to area 1 cell columns I. The detection of segregates
    • O.V. Favorov, and B.L. Whitsel Spatial organization of the peripheral input to area 1 cell columns I. The detection of segregates Brain Research 472 1988 25 42
    • (1988) Brain Research , vol.472 , pp. 25-42
    • Favorov, O.V.1    Whitsel, B.L.2
  • 14
    • 0033662413 scopus 로고    scopus 로고
    • Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex
    • D.E. Feldman Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex Neuron 27 2000 45 56
    • (2000) Neuron , vol.27 , pp. 45-56
    • Feldman, D.E.1
  • 15
    • 0025604930 scopus 로고
    • Forming sparse representations by local anti-Hebbian learning
    • P. Földiák Forming sparse representations by local anti-Hebbian learning Biological Cybernetics 64 1990 165 170
    • (1990) Biological Cybernetics , vol.64 , pp. 165-170
    • Földiák, P.1
  • 16
    • 0000773486 scopus 로고
    • A growing neural gas network learns topologies
    • G. Tesauro D.S. Touretzky T.K. Leen MIT Press Cambridge, MA
    • B. Fritzke A growing neural gas network learns topologies G. Tesauro D.S. Touretzky T.K. Leen Advances in neural information processing systems Vol. 7 1995 MIT Press Cambridge, MA
    • (1995) Advances in Neural Information Processing Systems , vol.7
    • Fritzke, B.1
  • 18
    • 0029652445 scopus 로고
    • The wake-sleep algorithm for unsupervised neural networks
    • G.E. Hinton, P. Dayan, B.J. Frey, and R.M. Neal The wake-sleep algorithm for unsupervised neural networks Science 268 1995 1158 1161
    • (1995) Science , vol.268 , pp. 1158-1161
    • Hinton, G.E.1    Dayan, P.2    Frey, B.J.3    Neal, R.M.4
  • 22
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional gabor filter model of simple receptive fields in cat striate cortex
    • J.P. Jones, and L.A. Palmer An evaluation of the two-dimensional gabor filter model of simple receptive fields in cat striate cortex Journal of Neurophysiology 58 6 1987 1233 1258
    • (1987) Journal of Neurophysiology , vol.58 , Issue.6 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 23
    • 0035384032 scopus 로고    scopus 로고
    • The prevalence of colinear contours in the real world
    • M. Kaschube, F. Wolf, T. Geisel, and S. Löwel The prevalence of colinear contours in the real world Neurocomputing 38 2001 1335 1339
    • (2001) Neurocomputing , vol.38 , pp. 1335-1339
    • Kaschube, M.1    Wolf, F.2    Geisel, T.3    Löwel, S.4
  • 24
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen The self-organizing map Proceedings of the IEEE 78 1990 1464 1480
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 27
    • 0032178255 scopus 로고    scopus 로고
    • Collinearity and parallism are statistically significant second order relations of complex cell responses
    • N. Krüger Collinearity and parallism are statistically significant second order relations of complex cell responses Neural Processing Letters 8 1998 117 129
    • (1998) Neural Processing Letters , vol.8 , pp. 117-129
    • Krüger, N.1
  • 28
    • 0038007077 scopus 로고    scopus 로고
    • Columnar organization of dendrites and axons of single and synaptical coupled excitatory spiny neurons in layer 4 of the rat barrel cortex
    • J. Lubke, V. Egger, B. Sakmann, and D. Feldmeyer Columnar organization of dendrites and axons of single and synaptical coupled excitatory spiny neurons in layer 4 of the rat barrel cortex Journal of Neuroscience 20 2000 5300 5311
    • (2000) Journal of Neuroscience , vol.20 , pp. 5300-5311
    • Lubke, J.1    Egger, V.2    Sakmann, B.3    Feldmeyer, D.4
  • 29
    • 10744227912 scopus 로고    scopus 로고
    • Rapid processing and unsupervised learning in a model of the cortical macrocolumn
    • J. Lücke, and C. von der Malsburg Rapid processing and unsupervised learning in a model of the cortical macrocolumn Neural Computation 16 2004 501 533
    • (2004) Neural Computation , vol.16 , pp. 501-533
    • Lücke, J.1    Von Der Malsburg, C.2
  • 30
    • 84902140270 scopus 로고    scopus 로고
    • Macrocolumns as decision units
    • LNCS 2415. Berlin: Springer
    • Lücke J., von der Malsburg, C., & Würtz, R. P. (2002) Macrocolumns as decision units. In ICANN 2002, LNCS 2415. Berlin: Springer pp. 57-62.
    • (2002) ICANN 2002 , pp. 57-62
    • Lücke, J.1    Von Der Malsburg, C.2    Würtz, R.P.3
  • 31
    • 0028157133 scopus 로고
    • A model for the development of simple cell receptive fields and the ordered arrangement of orientation columns through activity-dependent competition between on- and off-center inputs
    • K.D. Miller A model for the development of simple cell receptive fields and the ordered arrangement of orientation columns through activity-dependent competition between on- and off-center inputs Journal of Neuroscience 14 1994 409 441
    • (1994) Journal of Neuroscience , vol.14 , pp. 409-441
    • Miller, K.D.1
  • 32
    • 0031002495 scopus 로고    scopus 로고
    • The columnar organization of the neocortex
    • V.B. Mountcastle The columnar organization of the neocortex Brain 120 1997 701 722
    • (1997) Brain , vol.120 , pp. 701-722
    • Mountcastle, V.B.1
  • 35
    • 0035380627 scopus 로고    scopus 로고
    • Generaliztion in interactive networks: The benefits of inhibitory competition and Hebbian learning
    • R.C. O'Reilly Generaliztion in interactive networks: The benefits of inhibitory competition and Hebbian learning Neural Computation 13 2001 1199 1241
    • (2001) Neural Computation , vol.13 , pp. 1199-1241
    • O'Reilly, R.C.1
  • 36
    • 0027411129 scopus 로고
    • Neuronal organization in area 17 of cat visual cortex
    • A. Peters, and E. Yilmaze Neuronal organization in area 17 of cat visual cortex Cerebral Cortex 3 1993 49 68
    • (1993) Cerebral Cortex , vol.3 , pp. 49-68
    • Peters, A.1    Yilmaze, E.2
  • 37
    • 0042827456 scopus 로고    scopus 로고
    • Learning the gestalt rule of collinearity from object motion
    • C. Prodöhl, R.P. Würtz, and C. zvon der Malsburg Learning the gestalt rule of collinearity from object motion Neural Computation 15 8 2003 1865 1896
    • (2003) Neural Computation , vol.15 , Issue.8 , pp. 1865-1896
    • Prodöhl, C.1    Würtz, R.P.2    Zvon Der Malsburg, C.3
  • 38
    • 0036305508 scopus 로고    scopus 로고
    • Two-dimensional analysis of the spacing of ocular dominance columns in normally raised and strabismic kittens
    • S. Rathjen, K.E. Schmidt, and S. Löwel Two-dimensional analysis of the spacing of ocular dominance columns in normally raised and strabismic kittens Experimental Brain Research 145 2002 158 165
    • (2002) Experimental Brain Research , vol.145 , pp. 158-165
    • Rathjen, S.1    Schmidt, K.E.2    Löwel, S.3
  • 39
    • 0029803142 scopus 로고    scopus 로고
    • The role of activity in the development of long-range horizontal connections in area 17 of the ferret
    • E.S. Ruthazer, and M.P. Stryker The role of activity in the development of long-range horizontal connections in area 17 of the ferret Journal of Neuroscience 16 1996 7253 7269
    • (1996) Journal of Neuroscience , vol.16 , pp. 7253-7269
    • Ruthazer, E.S.1    Stryker, M.P.2
  • 40
    • 0030742911 scopus 로고    scopus 로고
    • Functional specificity of long-range intrinsic and interhemispheric connections in the visual cortex of strabismic cats
    • K.E. Schmidt, D.S. Kim, W. Singer, T. Bonhoeffer, and S. Löwel Functional specificity of long-range intrinsic and interhemispheric connections in the visual cortex of strabismic cats Journal of Neuroscience 17 1997 5480 5492
    • (1997) Journal of Neuroscience , vol.17 , pp. 5480-5492
    • Schmidt, K.E.1    Kim, D.S.2    Singer, W.3    Bonhoeffer, T.4    Löwel, S.5
  • 41
    • 0042263581 scopus 로고    scopus 로고
    • Pre-synaptic lateral inhibition provides a better architecture for self-organising neural networks
    • M.W. Spratling Pre-synaptic lateral inhibition provides a better architecture for self-organising neural networks Network: Computation in Neural Systems 10 1999 285 301
    • (1999) Network: Computation in Neural Systems , vol.10 , pp. 285-301
    • Spratling, M.W.1
  • 42
    • 0036717024 scopus 로고    scopus 로고
    • Preintegration lateral inhibition enhances unsupervised learning
    • M.W. Spratling, and M.H. Johnson Preintegration lateral inhibition enhances unsupervised learning Neural Computation 14 2002 2157 2179
    • (2002) Neural Computation , vol.14 , pp. 2157-2179
    • Spratling, M.W.1    Johnson, M.H.2
  • 43
    • 0000558113 scopus 로고    scopus 로고
    • The development of topography in the visual cortex: A review of models
    • N.V. Swindale The development of topography in the visual cortex: A review of models Network: Computation in Neural Systems 7 1996 161 247
    • (1996) Network: Computation in Neural Systems , vol.7 , pp. 161-247
    • Swindale, N.V.1
  • 44
    • 0025599632 scopus 로고
    • Theory of self-organization of cortical maps: Mathematical framework
    • S. Tanaka Theory of self-organization of cortical maps: Mathematical framework Neural Network 3 1990 625 640
    • (1990) Neural Network , vol.3 , pp. 625-640
    • Tanaka, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.