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Volumn 4, Issue 14, 2007, Pages 31-50

Evolutionary Neural Gas (ENG) : A model of self organizing network from input categorization

Author keywords

Information in network functional specialization; Neural gas; Scale free graph; Self organizing networks

Indexed keywords


EID: 34247890196     PISSN: None     EISSN: 17295254     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (7)

References (27)
  • 1
    • 0142077573 scopus 로고    scopus 로고
    • Topology of evolving networks: Local events and universality
    • Albert R. and Barabasi A.(2000) Topology of evolving networks: Local events and universality. Physical Review Letters vol.85, p.5234.
    • (2000) Physical Review Letters , vol.85 , pp. 5234
    • Albert, R.1    Barabasi, A.2
  • 2
    • 18544380225 scopus 로고    scopus 로고
    • Adaptive Parametrization of Evolutionary Algorithms Driven by Reproduction and Competition
    • Aachen, Germany
    • Annunziato M. and Pizzuti S.(2000), Adaptive Parametrization of Evolutionary Algorithms Driven by Reproduction and Competition, in Proceedings of ESIT 2000, Aachen, Germany.
    • (2000) Proceedings of ESIT 2000
    • Annunziato, M.1    Pizzuti, S.2
  • 3
    • 0032906986 scopus 로고    scopus 로고
    • Learning from mistakes
    • Chialvo D.R. and Bak P. (1999) Learning from mistakes, in Neuroscience Vol.90, No.4, pp.1137-1148.
    • (1999) Neuroscience , vol.90 , Issue.4 , pp. 1137-1148
    • Chialvo, D.R.1    Bak, P.2
  • 4
    • 0015214568 scopus 로고
    • Selective neurone death as a possible memory mechanism
    • Dawkins R. (1971), Selective neurone death as a possible memory mechanism, in Nature n.229, pp.118-119.
    • (1971) Nature , Issue.229 , pp. 118-119
    • Dawkins, R.1
  • 6
    • 0002581822 scopus 로고
    • Group selection and phasic reentrant signaling: A theory of higher brain function
    • eds Edelman G.M. and Mountcastle V, pp, MIT, Cambridge
    • Edelman G.M. (1978), Group selection and phasic reentrant signaling: a theory of higher brain function, in The Mindful Brain (eds Edelman G.M. and Mountcastle V.), pp. 51-100, MIT, Cambridge.
    • (1978) The Mindful Brain , pp. 51-100
    • Edelman, G.M.1
  • 9
    • 0028748949 scopus 로고
    • Growing Cell Structures. A Self-Organizing Network for Unsupervised and Supervised Learning
    • Fritzke B. (1994), Growing Cell Structures. A Self-Organizing Network for Unsupervised and Supervised Learning. in Neural Networks, 7(9), pp. 1441-1460.
    • (1994) Neural Networks , vol.7 , Issue.9 , pp. 1441-1460
    • Fritzke, B.1
  • 10
    • 0001904127 scopus 로고
    • Principles of Systems and Cybernetics: An evolutionary perspective
    • R. Trappl ed, World Science, Singapore, pp
    • Heylighen F. (1992), Principles of Systems and Cybernetics: an evolutionary perspective, in: Cybernetics and Systems '92, R. Trappl (ed.), World Science, Singapore, pp. 3-10.
    • (1992) Cybernetics and Systems '92 , pp. 3-10
    • Heylighen, F.1
  • 12
    • 0010348357 scopus 로고
    • Artificial Life as a Tool for Biological Inquiry
    • edited by C.G. Langton, MIT press, pp
    • Jefferson D. and Taylor C. (1995), Artificial Life as a Tool for Biological Inquiry, in Artificial Life: an Overview, edited by C.G. Langton, MIT press, pp.1-10.
    • (1995) Artificial Life: An Overview , pp. 1-10
    • Jefferson, D.1    Taylor, C.2
  • 13
    • 0020068152 scopus 로고
    • Self-Organized Formation of Topologically Correct Feature Maps
    • Kohonen T. (1982), Self-Organized Formation of Topologically Correct Feature Maps, in Biological Cybernetics, n.43, pp.59-69.
    • (1982) Biological Cybernetics , Issue.43 , pp. 59-69
    • Kohonen, T.1
  • 14
    • 34247896880 scopus 로고    scopus 로고
    • Martinetz T.M. (1993), Competitive Hebbian Learning Rule Forms Perfectly Topology Preserving Maps, in ICANN'93, International Conference on Artificial Neural Networks, Springer, pp. 427-434. Amsterdam.
    • Martinetz T.M. (1993), Competitive Hebbian Learning Rule Forms Perfectly Topology Preserving Maps, in ICANN'93, International Conference on Artificial Neural Networks, Springer, pp. 427-434. Amsterdam.
  • 15
    • 0000742931 scopus 로고
    • A Neural Gas Network Learns Topologies
    • T.Kohonen, K. Makisara, O. Simula, and J. Kangas, eds, pp, North-Holland, Amsterdam
    • Martinetz T.M. and K.J. Schulten, (1991), A Neural Gas Network Learns Topologies, In Artificial Neural Networks, T.Kohonen, K. Makisara, O. Simula, and J. Kangas, eds,, pp. 397-402. North-Holland, Amsterdam.
    • (1991) Artificial Neural Networks , pp. 397-402
    • Martinetz, T.M.1    Schulten, K.J.2
  • 16
    • 0028204732 scopus 로고
    • Topology Representing Networks
    • Martinetz T.M. and Schulten K.J. (1994), Topology Representing Networks, in Neural Networks, 7(3), pp. 507-522.
    • (1994) Neural Networks , vol.7 , Issue.3 , pp. 507-522
    • Martinetz, T.M.1    Schulten, K.J.2
  • 17
    • 10444270597 scopus 로고    scopus 로고
    • Forming Neural Networks Through Efficient and Adaptive Coevolution
    • Moriarty D.E. and R.Miikkulainen (1998), Forming Neural Networks Through Efficient and Adaptive Coevolution, in Evolutionary Computation, 5(4), pp. 373-399.
    • (1998) Evolutionary Computation , vol.5 , Issue.4 , pp. 373-399
    • Moriarty, D.E.1    Miikkulainen, R.2
  • 18
    • 0029311891 scopus 로고
    • Coevolutionary Computation
    • Paredis J. (1995), Coevolutionary Computation, in Artificial Life, 2, pp.355-375.
    • (1995) Artificial Life , vol.2 , pp. 355-375
    • Paredis, J.1
  • 19
    • 34247849084 scopus 로고    scopus 로고
    • Evolutionary Systems and Artificial Life
    • Los Alamos, NM 87545
    • Rocha L.M. (1997) Evolutionary Systems and Artificial Life, Lecture Notes. Los Alamos, NM 87545
    • (1997) Lecture Notes
    • Rocha, L.M.1
  • 21
    • 0000190905 scopus 로고
    • Searching for Diverse Cooperative Populations with Genetic Algorithms
    • Smith R.E., Forrest S., Perelson A.S. (1993), Searching for Diverse Cooperative Populations with Genetic Algorithms, in Evolutionary Computation, 1(2), 127-149.
    • (1993) Evolutionary Computation , vol.1 , Issue.2 , pp. 127-149
    • Smith, R.E.1    Forrest, S.2    Perelson, A.S.3
  • 24
    • 1942424168 scopus 로고    scopus 로고
    • Jamming is Limited in Scale-Free Systems
    • Toroczkai,Z. and Bassler,K.E. (2004), Jamming is Limited in Scale-Free Systems, in Nature, 428, p.716
    • (2004) Nature , vol.428 , pp. 716
    • Toroczkai, Z.1    Bassler, K.E.2
  • 25
    • 0032482432 scopus 로고    scopus 로고
    • Collective Dynamics of 'Small-World' Networks
    • Watts D.J., Strogatz S.H., 1998. Collective Dynamics of 'Small-World' Networks, in Nature, vol. 393, pp. 440-442.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.