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Volumn 42, Issue 5, 2006, Pages 517-538

Maximizing multi-information

Author keywords

Boltzmann machine; Exponential family; Infomax principle; Multi information; Neural networks; Pair interaction; Relative entropy

Indexed keywords


EID: 33846165056     PISSN: 00235954     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (46)

References (11)
  • 4
    • 0035397522 scopus 로고    scopus 로고
    • Information geometry on hierarchy of probability distributions
    • S. Amari: Information geometry on hierarchy of probability distributions. IEEE Trans. Inform. Theory 47 (2001), 1701-1711.
    • (2001) IEEE Trans. Inform. Theory , vol.47 , pp. 1701-1711
    • Amari, S.1
  • 6
    • 0035995574 scopus 로고    scopus 로고
    • An information-geometric approach to a theory of pragmatic structuring
    • N. Ay: An information-geometric approach to a theory of pragmatic structuring. Ann. Probab. 30 (2002), 416-436.
    • (2002) Ann. Probab , vol.30 , pp. 416-436
    • Ay, N.1
  • 7
    • 0036886281 scopus 로고    scopus 로고
    • Locality of global stochastic interaction in directed acyclic networks
    • N. Ay: Locality of global stochastic interaction in directed acyclic networks. Neural Computation 14 (2002), 2959-2980.
    • (2002) Neural Computation , vol.14 , pp. 2959-2980
    • Ay, N.1
  • 8
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • R. Linsker: Self-organization in a perceptual network. IEEE Computer 21 (1988), 105-117.
    • (1988) IEEE Computer , vol.21 , pp. 105-117
    • Linsker, R.1
  • 9
    • 33846127254 scopus 로고    scopus 로고
    • On maximization of the information divergence from an exponential family
    • J. Vejnarová, éd, University of Economics, Prague
    • F. Matúš and N. Ay: On maximization of the information divergence from an exponential family. In: Proc. WUPES'03 (J. Vejnarová, éd.), University of Economics, Prague 2003, pp. 199-204.
    • (2003) Proc. WUPES'03 , pp. 199-204
    • Matúš, F.1    Ay, N.2
  • 10
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • C. E. Shannon: A mathematical theory of communication. Bell System Tech. J. 27 (1948), 379-423, 623-656.
    • (1948) Bell System Tech. J , vol.27
    • Shannon, C.E.1
  • 11
    • 0028245445 scopus 로고
    • A measure for brain complexity: Relating functional segregation and integration in the nervous system
    • G. Tononi, O. Sporns, and G. M. Edelman: A measure for brain complexity: Relating functional segregation and integration in the nervous system. Proc. Nat. Acad. Sci. U.S.A. 91 (1994), 5033-5037.
    • (1994) Proc. Nat. Acad. Sci. U.S.A , vol.91 , pp. 5033-5037
    • Tononi, G.1    Sporns, O.2    Edelman, G.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.