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Volumn 11, Issue 3, 1998, Pages 521-533

Self-organization and dynamics reduction in recurrent networks: Stimulus presentation and learning

Author keywords

Asymmetric recurrent network; Attractor neural networks; Bifurcations; Chaos; Hebbian learning rule; Non linear dynamics; Self organization; Statistical neurodynamics

Indexed keywords

BIFURCATION (MATHEMATICS); CHAOS THEORY; COMPUTER ARCHITECTURE; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 0032053304     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(97)00131-7     Document Type: Article
Times cited : (40)

References (29)
  • 1
    • 0025307619 scopus 로고
    • Pattern-recognition by an artificial network derived from neural biological systems
    • Alkon D.L., Blackwell G.S., Rigler A.K., Vogl T.P. Pattern-recognition by an artificial network derived from neural biological systems. Biological Cybernetics. 62:1990;363-376.
    • (1990) Biological Cybernetics , vol.62 , pp. 363-376
    • Alkon, D.L.1    Blackwell, G.S.2    Rigler, A.K.3    Vogl, T.P.4
  • 2
    • 0015430813 scopus 로고
    • Characteristics of random nets of analog neuron-like elements
    • Amari S.I. Characteristics of random nets of analog neuron-like elements. IEEE Transactions Systems in Man and Cybernetics. 2(5):1972;643-657.
    • (1972) IEEE Transactions Systems in Man and Cybernetics , vol.2 , Issue.5 , pp. 643-657
    • Amari, S.I.1
  • 3
    • 0000451936 scopus 로고
    • Evidence of chaotic dynamics of brain activity during the sleep cycle
    • Babloyantz A., Nicolis C., Salazar J.M. Evidence of chaotic dynamics of brain activity during the sleep cycle. Physics Letters. 111A:1985;152-156.
    • (1985) Physics Letters , vol.111 A , pp. 152-156
    • Babloyantz, A.1    Nicolis, C.2    Salazar, J.M.3
  • 5
    • 0024759518 scopus 로고
    • Neuronal models of cognitive function
    • Changeux J.P., Dehaene S. Neuronal models of cognitive function. Cognition. 33:1989;63-109.
    • (1989) Cognition , vol.33 , pp. 63-109
    • Changeux, J.P.1    Dehaene, S.2
  • 6
    • 0000362119 scopus 로고
    • Increase in complexity in random neural networks
    • Cessac B. Increase in complexity in random neural networks. Journal de Physique I. 5:1995;409-432.
    • (1995) Journal de Physique I , vol.5 , pp. 409-432
    • Cessac, B.1
  • 7
    • 0001961264 scopus 로고
    • Mean-field equations, bifurcation map and route to chaos in discrete time neural networks
    • Cessac B., Doyon B., Quoy M., Samuclides M. Mean-field equations, bifurcation map and route to chaos in discrete time neural networks. Physica D. 74:1994;24-44.
    • (1994) Physica D , vol.74 , pp. 24-44
    • Cessac, B.1    Doyon, B.2    Quoy, M.3    Samuclides, M.4
  • 8
    • 0344297443 scopus 로고
    • Dynamics of automata, spin glasses and neural networks models
    • Plenum: New York
    • Derrida B. (1988). Dynamics of automata, spin glasses and neural networks models. In Non Linear Evolution and Chaotic Phenomena. Plenum: New York.
    • (1988) Non Linear Evolution and Chaotic Phenomena
    • Derrida, B.1
  • 10
    • 0024255761 scopus 로고
    • Coherent oscillations: A mechanism of feature linking in the visual cortex? Multiple electrode and correlation analysis in the cat
    • Eckhorn R., Bauer R., Jordan W., Brosch M., Kruse W., Munk M., Reitboeck H.J. Coherent oscillations: a mechanism of feature linking in the visual cortex? Multiple electrode and correlation analysis in the cat. Biological Cybernetics. 60:1988;121-130.
    • (1988) Biological Cybernetics , vol.60 , pp. 121-130
    • Eckhorn, R.1    Bauer, R.2    Jordan, W.3    Brosch, M.4    Kruse, W.5    Munk, M.6    Reitboeck, H.J.7
  • 11
    • 0024133360 scopus 로고
    • Central pattern generating and recognizing in olfactory bulb: A correlation learning rule
    • Freeman W.J., Yao Y., Burke B. Central pattern generating and recognizing in olfactory bulb: a correlation learning rule. Neural Networks. 1:1988;277-288.
    • (1988) Neural Networks , vol.1 , pp. 277-288
    • Freeman, W.J.1    Yao, Y.2    Burke, B.3
  • 12
    • 0025982346 scopus 로고
    • Predictability of human EEG: A dynamical approach
    • Gallez D., Babloyantz A. Predictability of human EEG: a dynamical approach. Biological Cybernetics. 64:1991;381-392.
    • (1991) Biological Cybernetics , vol.64 , pp. 381-392
    • Gallez, D.1    Babloyantz, A.2
  • 13
    • 0020167832 scopus 로고
    • Almost sure stable oscillations in a large system of randomly coupled equations
    • Geman S. Almost sure stable oscillations in a large system of randomly coupled equations. SIAM Journal of Applied Mathematics. 42:1982;695-703.
    • (1982) SIAM Journal of Applied Mathematics , vol.42 , pp. 695-703
    • Geman, S.1
  • 14
    • 0024514737 scopus 로고
    • Oscillatory responses in cat visual cortex exhibit intercolumnar synchronisation which reflects global stimulus properties
    • Gray C.M., Koenig P., Engel A.K., Singer W. Oscillatory responses in cat visual cortex exhibit intercolumnar synchronisation which reflects global stimulus properties. Nature. 338:1989;334-337.
    • (1989) Nature , vol.338 , pp. 334-337
    • Gray, C.M.1    Koenig, P.2    Engel, A.K.3    Singer, W.4
  • 15
    • 0037877795 scopus 로고
    • Theory of correlations in stochastic neural networks
    • Ginzburg I., Sompolinsky H. Theory of correlations in stochastic neural networks. Physics Review E. 50:1994;3171-3191.
    • (1994) Physics Review E , vol.50 , pp. 3171-3191
    • Ginzburg, I.1    Sompolinsky, H.2
  • 17
    • 0024909476 scopus 로고
    • Convergent activation dynamics in continuous time networks
    • Hirsch M.W. Convergent activation dynamics in continuous time networks. Neural Networks. 2:1989;331-349.
    • (1989) Neural Networks , vol.2 , pp. 331-349
    • Hirsch, M.W.1
  • 18
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield J.J. Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Science USA. 79:1982;2554-2558.
    • (1982) Proceedings of the National Academy of Science USA , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 19
    • 0011758690 scopus 로고
    • Computational diversity in a formal model of the insect olfactory macroglomerulus
    • Linster C., Masson C., Kerszberg M., Personnaz L., Dreyfus G. Computational diversity in a formal model of the insect olfactory macroglomerulus. Neural Computation. 5:1993;228-241.
    • (1993) Neural Computation , vol.5 , pp. 228-241
    • Linster, C.1    Masson, C.2    Kerszberg, M.3    Personnaz, L.4    Dreyfus, G.5
  • 21
    • 0344729567 scopus 로고
    • Attractor locking in a chaotic network: Stimulus patterns evoke limit cycles
    • Palmadesso P.J., Dayhoff J.E. Attractor locking in a chaotic network: Stimulus patterns evoke limit cycles. WCNN Washington. 1:1995;254-257.
    • (1995) WCNN Washington , vol.1 , pp. 254-257
    • Palmadesso, P.J.1    Dayhoff, J.E.2
  • 22
    • 0041010003 scopus 로고
    • Dynamical behavior of neural networks with discrete time dynamics
    • Quoy M., Cessac B., Doyon B., Samuclides M. Dynamical behavior of neural networks with discrete time dynamics. Neural Network World. 3(6):1993;845-848.
    • (1993) Neural Network World , vol.3 , Issue.6 , pp. 845-848
    • Quoy, M.1    Cessac, B.2    Doyon, B.3    Samuclides, M.4
  • 26
    • 84973949757 scopus 로고
    • How brains make chaos in order to make sense of the world
    • Skarda C.A., Freeman W.J. How brains make chaos in order to make sense of the world. Behavioral and Brain Sciences. 10:1987;161-195.
    • (1987) Behavioral and Brain Sciences , vol.10 , pp. 161-195
    • Skarda, C.A.1    Freeman, W.J.2
  • 28
    • 0001293553 scopus 로고
    • Non linear reflecting diffusion process and the propagation of chaos and fluctuations associated
    • Sznitzman A.S. Non linear reflecting diffusion process and the propagation of chaos and fluctuations associated. Journal of Functional Analysis. 56:1984;311-336.
    • (1984) Journal of Functional Analysis , vol.56 , pp. 311-336
    • Sznitzman, A.S.1
  • 29
    • 0025260281 scopus 로고
    • Model of biological pattern recognition with spatially chaotic dynamics
    • Yao Y., Freeman W.J. Model of biological pattern recognition with spatially chaotic dynamics. Neural Networks. 3:1990;153-170.
    • (1990) Neural Networks , vol.3 , pp. 153-170
    • Yao, Y.1    Freeman, W.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.