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Volumn 12, Issue 1-2, 2000, Pages 27-42

Knowledge extraction from transducer neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; CONFORMAL MAPPING; ERROR ANALYSIS; FUNCTIONS; KNOWLEDGE REPRESENTATION; LEARNING SYSTEMS; SET THEORY; STATISTICAL METHODS;

EID: 0033903744     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1008320219610     Document Type: Article
Times cited : (11)

References (39)
  • 2
    • 0039154479 scopus 로고
    • Unification on a connectionist simulator
    • edited by T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, North-Holland
    • F. Kurfeß, "Unification on a connectionist simulator," in Artificial Neural Networks edited by T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, North-Holland, pp. 471-476, 1991.
    • (1991) Artificial Neural Networks , pp. 471-476
    • Kurfeß, F.1
  • 7
    • 0029292219 scopus 로고
    • Schemas, logics and neural assemblies
    • R. Sun, "Schemas, logics and neural assemblies," Applied Intelligence, vol. 5, pp. 83-102, 1995.
    • (1995) Applied Intelligence , vol.5 , pp. 83-102
    • Sun, R.1
  • 12
    • 0342834874 scopus 로고    scopus 로고
    • Queensland University of Technology: Brisbane, Australia
    • R. Andrews and J. Diederich, Rules and Networks, Queensland University of Technology: Brisbane, Australia, 1996.
    • (1996) Rules and Networks
    • Andrews, R.1    Diederich, J.2
  • 13
    • 0027166394 scopus 로고
    • Extracting algorithms from pattern classification neural networks
    • S. Abe, M. Kayama, H. Takenaga, and T. Kitamura, "Extracting algorithms from pattern classification neural networks," Neural Networks, vol. 6, no. 5, pp. 729-735, 1993.
    • (1993) Neural Networks , vol.6 , Issue.5 , pp. 729-735
    • Abe, S.1    Kayama, M.2    Takenaga, H.3    Kitamura, T.4
  • 14
    • 0011391276 scopus 로고
    • A framework for combining symbolic and neural learning
    • edited by V. Honavar and L. Uhr, Academic Press: San Diego
    • J. Shavlik, "A framework for combining symbolic and neural learning," in Artificial Intelligence and Neural Networks: Steps Towards Principled Integration, edited by V. Honavar and L. Uhr, Academic Press: San Diego, pp. 561-580, 1994.
    • (1994) Artificial Intelligence and Neural Networks: Steps Towards Principled Integration , pp. 561-580
    • Shavlik, J.1
  • 16
    • 0023843391 scopus 로고
    • Analysis of hidden units in a layered network trained to classify sonar targets
    • R.P. Gorman and T.J. Sejnowski, "Analysis of hidden units in a layered network trained to classify sonar targets," Neural Networks, vol. 1, pp. 75-89, 1988.
    • (1988) Neural Networks , vol.1 , pp. 75-89
    • Gorman, R.P.1    Sejnowski, T.J.2
  • 17
    • 0000894759 scopus 로고
    • Language as a dynamical system
    • edited by R.F. Port and T. van Gelder, MIT: Cambridge, MA
    • J.L. Elman, "Language as a dynamical system," in Mind as Motion: Explorations in the Dynamics of Cognition, edited by R.F. Port and T. van Gelder, MIT: Cambridge, MA, pp. 195-225, 1995.
    • (1995) Mind as Motion: Explorations in the Dynamics of Cognition , pp. 195-225
    • Elman, J.L.1
  • 18
    • 84953506049 scopus 로고
    • Extraction, insertion and refinement of symbolic rules in dynamically driven recurrent neural networks
    • C.L. Giles and C.W Omlin, "Extraction, insertion and refinement of symbolic rules in dynamically driven recurrent neural networks," Connection Science, vol. 5, pp. 307-337, 1993.
    • (1993) Connection Science , vol.5 , pp. 307-337
    • Giles, C.L.1    Omlin, C.W.2
  • 19
    • 0029880174 scopus 로고    scopus 로고
    • Extraction of rules from discrete-time recurrent neural networks
    • C.W. Omlin and C.L. Giles, "Extraction of rules from discrete-time recurrent neural networks," Neural Networks, vol. 9, no. 1, pp. 41-52, 1996.
    • (1996) Neural Networks , vol.9 , Issue.1 , pp. 41-52
    • Omlin, C.W.1    Giles, C.L.2
  • 21
    • 0343269721 scopus 로고    scopus 로고
    • SCREEN: Learning a flat syntactic and semantic spoken language analysis using artificial neural networks
    • S. Wermter and V. Weber, "SCREEN: Learning a flat syntactic and semantic spoken language analysis using artificial neural networks," Journal of Artificial Intelligence Research, vol. 6, no. 1, pp. 35-85, 1997.
    • (1997) Journal of Artificial Intelligence Research , vol.6 , Issue.1 , pp. 35-85
    • Wermter, S.1    Weber, V.2
  • 24
    • 0001419757 scopus 로고
    • Distributed representations, simple recurrent networks, and grammatical structure
    • J.L. Elman, "Distributed representations, simple recurrent networks, and grammatical structure," Machine Learning, vol. 7, pp. 195-226, 1991.
    • (1991) Machine Learning , vol.7 , pp. 195-226
    • Elman, J.L.1
  • 25
    • 0342834864 scopus 로고    scopus 로고
    • The hybrid approach to artificial neural network-based language processing
    • edited by R. Dale, H. Moisl, and H. Somers, Marcel Dekker
    • S. Wermter, "The hybrid approach to artificial neural network-based language processing," in A Handbook of Natural Language Processing, edited by R. Dale, H. Moisl, and H. Somers, Marcel Dekker, 2000.
    • (2000) A Handbook of Natural Language Processing
    • Wermter, S.1
  • 32
    • 11244298229 scopus 로고
    • Finite state technology
    • edited by R.A. Cole, J. Mariani, H. Uszkoreit, A. Zaenen, V. Zue, G. Varile, and A. Zampolli, NSF: EU
    • R. Kaplan, "Finite state technology." in Survey of the State of the Art in Human Language Technology, edited by R.A. Cole, J. Mariani, H. Uszkoreit, A. Zaenen, V. Zue, G. Varile, and A. Zampolli, NSF: EU, 1995, pp. 419-422.
    • (1995) Survey of the State of the Art in Human Language Technology , pp. 419-422
    • Kaplan, R.1
  • 33
    • 0015644898 scopus 로고
    • Fuzzy sequential functions
    • E.S. Santos, "Fuzzy sequential functions," Journal of Cybernetics, vol. 3, no. 3, pp. 15-31, 1973.
    • (1973) Journal of Cybernetics , vol.3 , Issue.3 , pp. 15-31
    • Santos, E.S.1
  • 34
    • 0029342226 scopus 로고
    • On the computational power of Elman-style recurrent networks
    • S.C. Kremer, "On the computational power of Elman-style recurrent networks," IEEE Transactions on Neural Networks, vol. 6, no. 4, pp. 1000-1004, 1995.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.4 , pp. 1000-1004
    • Kremer, S.C.1
  • 35
    • 0040540744 scopus 로고    scopus 로고
    • A theory of grammatical induction in the connectionist paradigm
    • Ph.D. dissertation, Dept. of Computing Science, University of Alberta, Edmonton
    • S.C. Kremer, "A theory of grammatical induction in the connectionist paradigm," Technical Report, Ph.D. dissertation, Dept. of Computing Science, University of Alberta, Edmonton, 1996.
    • (1996) Technical Report
    • Kremer, S.C.1
  • 38
    • 0001327717 scopus 로고
    • Learning and extracted finite state automata with second-order recurrent neural networks
    • C.L. Giles, C.B. Miller, D. Chen, H.H. Chen, G.Z. Sun, and Y.C. Lee, "Learning and extracted finite state automata with second-order recurrent neural networks," Neural Computation, vol. 4, no. 3, pp. 393-405, 1992.
    • (1992) Neural Computation , vol.4 , Issue.3 , pp. 393-405
    • Giles, C.L.1    Miller, C.B.2    Chen, D.3    Chen, H.H.4    Sun, G.Z.5    Lee, Y.C.6
  • 39


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.