메뉴 건너뛰기




Volumn 50, Issue 1, 1995, Pages 132-150

On the computational power of neural nets

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTABILITY AND DECIDABILITY; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; FINITE AUTOMATA; GRAPH THEORY; INTERCONNECTION NETWORKS; REAL TIME SYSTEMS; RECURSIVE FUNCTIONS; SYNCHRONIZATION; TURING MACHINES;

EID: 0029255891     PISSN: 00220000     EISSN: None     Source Type: Journal    
DOI: 10.1006/jcss.1995.1013     Document Type: Article
Times cited : (602)

References (30)
  • 1
    • 0011252246 scopus 로고
    • Efficient simulation of finite automata by neural nets
    • N. Alón, A. K. Dewdney, and T. J. Ott, Efficient simulation of finite automata by neural nets, J. Assoc. Comput. Mach. 38, No. 2 (1991), 495-514.
    • (1991) J. Assoc. Comput. Mach , vol.38 , Issue.2 , pp. 495-514
    • Alón, N.1    Dewdney, A.K.2    Ott, T.J.3
  • 2
    • 0026154355 scopus 로고
    • A multilayer neural network with piecewise-linear structure and back-propagation learning
    • R. Batruni, A multilayer neural network with piecewise-linear structure and back-propagation learning, IEEE Trans. Neural Networks 2 (1991), 395-403.
    • (1991) IEEE Trans. Neural Networks , vol.2 , pp. 395-403
    • Batruni, R.1
  • 4
    • 84968516134 scopus 로고
    • On a theory of computation and complexity over the real numbers: NP completeness, recursive functions, and universal machines
    • L. Blum, M. Shub, and S. Smale, On a theory of computation and complexity over the real numbers: NP completeness, recursive functions, and universal machines, Bull. Amer. Math. Soc. 21 (1989), 1-46.
    • (1989) Bull. Amer. Math. Soc , vol.21 , pp. 1-46
    • Blum, L.1    Shub, M.2    Smale, S.3
  • 7
    • 26444565569 scopus 로고
    • Finding structure in time
    • J. L. Elman, Finding structure in time. Cog. Sci. 14 (1990), 179-211.
    • (1990) Cog. Sci , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 8
    • 0003797705 scopus 로고
    • Neural computability
    • O. M. Omidvar, Ablex, Norwood, NJ
    • S. Franklin and M. Garzón, Neural computability, in “Progress in Neural Networks” (O. M. Omidvar, Ed), pp. 128-144, Ablex, Norwood, NJ, 1990.
    • (1990) “Progress in Neural Networks , pp. 128-144
    • Franklin, S.1    Garzón, M.2
  • 10
    • 0001327717 scopus 로고
    • Learning and extracting 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 extracting finite state automata with second-order recurrent neural networks, Neural Comput. 4, No. 3 (1992), 393-405.
    • (1992) Neural Comput , 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
  • 11
    • 0023586796 scopus 로고
    • A comparison of the computational power of neural network models
    • R. Hartley and H. Szu, A comparison of the computational power of neural network models, in “Proceedings, IEEE Conf. Neural Networks, 1987, ” pp. 17-22.
    • (1987) Proceedings, IEEE Conf. Neural Networks , pp. 17-22
    • Hartley, R.1    Szu, H.2
  • 12
    • 0021835689 scopus 로고
    • Neural computation of decisions in optimization problems
    • J. J. Hopfteld and D. W. Tank, Neural computation of decisions in optimization problems, Biol. Cybern. 52 (1985), 141-152.
    • (1985) Biol. Cybern , vol.52 , pp. 141-152
    • Hopfteld, J.J.1    Tank, D.W.2
  • 14
    • 0003067817 scopus 로고
    • Representation of events in nerve nets and finite automata
    • C. E. Shannon and J. McCarthy, Ed, Princeton Univ. Press, Princeton, NJ
    • S. C. Kleene, Representation of events in nerve nets and finite automata, in “Automata Studies” (C. E. Shannon and J. McCarthy, Ed.), pp. 3-41, Princeton Univ. Press, Princeton, NJ, 1956.
    • (1956) Automata Studies , pp. 3-41
    • Kleene, S.C.1
  • 18
    • 33747719454 scopus 로고
    • Dynamics of iterated-map neural networks
    • C. M. Marcus and R. M. Westervelt, Dynamics of iterated-map neural networks, Phys. Rev. Ser. A 40 (1989). 3355-3364.
    • (1989) Phys. Rev. Ser. A , vol.40 , pp. 3355-3364
    • Marcus, C.M.1    Westervelt, R.M.2
  • 19
    • 84967792518 scopus 로고
    • Abstract computability and its relation to the general purpose analog computer
    • M. Pour-El, Abstract computability and its relation to the general purpose analog computer, Trans. Amer. Math Soc. 290 (1974), 1-29.
    • (1974) Trans. Amer. Math Soc , vol.290 , pp. 1-29
    • Pour-El, M.1
  • 23
    • 0001426220 scopus 로고
    • A universal turing machine with two internal states
    • C. E. Shannon and J. McCarthy, Eds, Princeton Univ. Press, Princeton, NJ
    • C. E. Shannon, A universal turing machine with two internal states, in “Automata Studies” (C. E. Shannon and J. McCarthy, Eds.), pp. 156-165, Princeton Univ. Press, Princeton, NJ, 1956.
    • (1956) Automata Studies” , pp. 156-165
    • Shannon, C.E.1
  • 25
    • 0026904597 scopus 로고
    • Feedforward nets for interpolation and classification
    • E. D. Sontag, Feedforward nets for interpolation and classification, J. Comput. System. Sci. 45 (1992), 20-48.
    • (1992) J. Comput. System. Sci , vol.45 , pp. 20-48
    • Sontag, E.D.1
  • 27
    • 51249194645 scopus 로고
    • A logical calculus of ideas immanent in nervous activity
    • W. Pitts and W. S. McCulloch, A logical calculus of ideas immanent in nervous activity, Bull. Math. Biophys. 5 (1943), 115-133.
    • (1943) Bull. Math. Biophys , vol.5 , pp. 115-133
    • Pitts, W.1    McCulloch, W.S.2
  • 29
    • 0001202594 scopus 로고
    • A learning algorithm for continually running fully recurrent neural networks
    • R. J. Williams and D. Zipser, A learning algorithm for continually running fully recurrent neural networks. Neural Comput. 1, No. 2 (1989).
    • (1989) Neural Comput , vol.1 , Issue.2
    • Williams, R.J.1    Zipser, D.2
  • 30
    • 0026895589 scopus 로고
    • A quantitative analysis of the behavior of the pin network
    • B. Zhang, L. Zhang, and H. Zhang, A quantitative analysis of the behavior of the pin network, Neural Networks 5 (1992). 639-661.
    • (1992) Neural Networks , vol.5 , pp. 639-661
    • Zhang, B.1    Zhang, L.2    Zhang, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.