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Volumn 3773 LNCS, Issue , 2005, Pages 642-653

Flexible architecture of self organizing maps for changing environments

Author keywords

Artificial Neural Networks; Catastrophic Interference; Pattern Recognition; Self Organizing Maps

Indexed keywords

CATASTROPHIC INTERFERENCE; FASOM MODELS; HIGH-DIMENSIONAL DATA; SYNTHETIC SEQUENTIAL DATA SETS;

EID: 33745397799     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11578079_67     Document Type: Conference Paper
Times cited : (3)

References (13)
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  • 2
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    • Bauer, H.1    Villmann, T.2
  • 3
    • 0026436795 scopus 로고
    • Self-organising maps: Ordering, convergence properties and energy functions
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    • (1992) Biological Cybernetics , vol.67 , pp. 47-55
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 4
    • 0032923221 scopus 로고    scopus 로고
    • Catastrophic forgetting in connectionist networks
    • R. French, Catastrophic forgetting in connectionist networks, Trends in Cognitive Sciences 3 (1999), 128-135.
    • (1999) Trends in Cognitive Sciences , vol.3 , pp. 128-135
    • French, R.1
  • 5
    • 0028748949 scopus 로고
    • Growing cell structures - A self-organizing network for unsupervised and supervised learning
    • B. Fritzke, Growing cell structures - a self-organizing network for unsupervised and supervised learning, Neural Networks 7 (1994), no. 9, 1441-1460.
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    • Fritzke, B.1
  • 8
    • 0003209045 scopus 로고    scopus 로고
    • Self-organizing. Maps
    • Springer Verlag, Berlin, Heidelberg, Third Extended Edition 2001
    • T. Kohonen, Self-Organizing. Maps, Springer Series in Information Sciences, vol. 30, Springer Verlag, Berlin, Heidelberg, 2001, Third Extended Edition 2001.
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    • Kohonen, T.1
  • 10
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    • Catastrophic interference in connectionist networks: The sequential learning problem
    • M. McCloskey and N. Cohen, Catastrophic interference in connectionist networks: The sequential learning problem, The psychology of Learning and Motivation 24 (1989), 109-164.
    • (1989) The Psychology of Learning and Motivation , vol.24 , pp. 109-164
    • McCloskey, M.1    Cohen, N.2
  • 12
    • 25144503836 scopus 로고    scopus 로고
    • Robust growing hierarchical self organizing map
    • IWANN 2005
    • S. Moreno, H. Allende, C. Rogel, and R. Salas, Robust growing hierarchical self organizing map, IWANN 2005. LNCS 3512 (2005), 341-348.
    • (2005) LNCS , vol.3512 , pp. 341-348
    • Moreno, S.1    Allende, H.2    Rogel, C.3    Salas, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.