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Volumn 17, Issue 3, 2006, Pages 807-810

A comparison between habituation and conscience mechanism in self-organizing maps

Author keywords

Conscience learning; Habituation; Self organizing feature maps; Unsupervised learning

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; MAXIMUM PRINCIPLE; PRINCIPAL COMPONENT ANALYSIS;

EID: 33646528177     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2006.872354     Document Type: Article
Times cited : (18)

References (9)
  • 1
    • 0024123145 scopus 로고
    • "Adding a conscience to competitive learning"
    • Piscataway, NJ
    • D. DeSieno, "Adding a conscience to competitive learning," in Proc. ICNN'88, Int. Conf. Neural Networks, Piscataway, NJ, 1988, pp. 117-124.
    • (1988) Proc. ICNN'88, Int. Conf. Neural Networks , pp. 117-124
    • DeSieno, D.1
  • 3
    • 0001153915 scopus 로고
    • "Clustering properties of hierarchical self-organizing maps"
    • J.Lampinen and E. Oja, "Clustering properties of hierarchical self-organizing maps," J. Math. Imaging Vision. vol. 2, no. 3, pp. 261-272, 1992.
    • (1992) J. Math. Imaging Vision , vol.2 , Issue.3 , pp. 261-272
    • Lampinen, J.1    Oja, E.2
  • 4
    • 0036789790 scopus 로고    scopus 로고
    • "A self-organizing network that grows when required"
    • S. Marshland, J. Shapiro, and U. Nehmzow, "A self-organizing network that grows when required," Neural Netw., vol. 15, pp. 1041-1058, 2002.
    • (2002) Neural Netw. , vol.15 , pp. 1041-1058
    • Marshland, S.1    Shapiro, J.2    Nehmzow, U.3
  • 6
    • 33646497772 scopus 로고    scopus 로고
    • "Using habituation mechanism for a general multi-layer self-organizing architecture"
    • Kitakyushu, Japan, Sep. 11-14
    • R. Rizzo and A. Chella, "Using habituation mechanism for a general multi-layer self-organizing architecture," in WSOM2003, Kitakyushu, Japan, Sep. 11-14, 2003.
    • (2003) WSOM2003
    • Rizzo, R.1    Chella, A.2
  • 7
    • 0002656190 scopus 로고
    • "Feature discovery by competitive learning"
    • D. E. Rumelhart and D. Zipser, "Feature discovery by competitive learning," Cognitive Sci., vol. 9, no. 75, p. 112, 1985.
    • (1985) Cognitive Sci. , vol.9 , Issue.75 , pp. 112
    • Rumelhart, D.E.1    Zipser, D.2
  • 8
    • 0017163905 scopus 로고
    • "Computer simulation of a model of habituation"
    • J. C. Stanley, "Computer simulation of a model of habituation," Nature, vol. 261, pp. 146-148, 1976.
    • (1976) Nature , vol.261 , pp. 146-148
    • Stanley, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.