Abstract
A survey is made of several aspects of the dynamics of networks, with special emphasis on unsupervised learning processes, non-Gaussian data analysis and pattern recognition in networks with complex nodes.
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Almeida L. B. (1987); IEEE First Int. Conf. on Neural Networks, M. Caudill and C. Butler (Eds.) p. 600.
Almeida L. B. (1988); in Neural Computers, R. Eckmiller and Ch. von der Malsburg (Eds.) p. 199, Springer, Berlin.
Amit D. J. (1989); Modeling brain function. The world of attractor neural networks, Cambridge Univ. Press, Cambridge.
Amit D. J. and Brunel N. (1997); Network: Comput. in Neural Systems 8, 373.
Amorim A., Vilela Mendes R. and Seixas J. (1988); Learning Energy Correction Factors by Neural Networks: A Case Study for the ATLAS Calorimeter, CERN report.
Carvalho R., Vilela Mendes R. and Seixas J. (1998); chao-dyn/9712004, to appear in Physica D.
Cohen M. A. and Grossberg S. (1983); IEEE Transactions on Syst., Man and Cybern. 13, 815.
Dente J. A. and Viela Mendes R. (1996a); Network: Computation in Neural Systems 7, 123.
Dente J. A. and Vilela Mendes R. (1996b); Phys. Lett. A211, 87.
Dente J. A. and Vilela Mendes R. (1997); Neural Networks 10, 1465.
Doyne Farmer J. (1990); Physica D42, 153.
Feudel U., Grebogi C., Hunt B. R. and Yorke J. A. (1996); Phys. Rev. E54, 71.
Freeman W.J. (1987); Biological Cybernetics 56, 139.
Freeman W. J. and Baird B. (1987); Behavioral Neuroscience 101, 393.
Freeman W. J., Yao Y. and Burke B. (1988); Neural Networks 1, 277.
Gambaudo J. M. and Tresser C. (1983); J. Stat. Phys. 32, 455.
Grossberg S. (1988); Neural Networks 1, 17.
Hebb D. O. (1949); The organisation of behavior, Wiley, New York.
Hertz A. V. M. (1995); in Models of Neural Networks III, E. Domany, J. L. van Hemmen and K. Schulten (Eds.), p. 1, Springer.
Hida T. (1980), Brownian motion, Springer, Berlin.
Hopfield J. J. (1984); Proc. Nat. Acad. Sciences USA 81, 3088.
Hoppensteadt F. C. and Izhikevich E. M. (1997); Weakly Connected Neural Networks, Springer, Berlin.
Jones R. D. (1993); Los Alamos Science 21, 195.
Lin T. and Horne B. G. (1996); IEEE Trans. on Neural Netowrks 7, 1329.
Lukacs E. (1970); Characteristics functions, Griffin, London.
Newhouse S. E. (1974–79); Topology 13, 9, 1974; Publ. Math. IHES 50, 102, 1979.
Nusse H. E. and Tedeschini-Lalli L. (1992); Commun. Math. Phys. 144, 429.
Oja E. (1989); Int. J. of Neural Systems 1, 61.
Oja E. (1992); Neural Networks 5, 927.
Pearlmutter B. A. (1989); Neural Computation 1, 263.
Pineda F. J. (1987–9); Phys. Rev. Lett. 59, 2229, 1987; Neural Computation 1, 161, 1989.
Robinson C: (1983); Commun. Math. Phys. 90, 433.
Sanger T. D. (1989); Neural Networks 2, 459.
Sato M., Joe K. and Hirahara T. (1990); Proc. Int. Joint Conf. on Neural Networks, San Diego, vol. 1, p. 581.
Sato M., Murakami Y. and Joe K. (1990); Proc. Int. Conf. on Fuzzy Logic and Neural Networks, 601.
Shinbrot T. (1995); Advances in Physics 44, 73.
Shlesinger M. F., Zaslavsky G. M. and Klafter J. (1993); Nature 363, 31.
Skarda C. A. and Freeman W. J. (1987); Brain and Behavioral Science 10, 161.
Softky W. R. and Kammen D. M. (1991); Neural Networks 4, 337.
Taylor J. G. and Coombes S. (1993); Neural Networks 6, 423.
Tedeschini-Lalli L. and Yorke J. A. (1986); Commun. Math. Phys. 106, 635.
Vilela Mendes R. and Duarte J. T. (1981); J. Math. Phys. 22, 1420.
Vilela Mendes R. and Duarte J. T. (1992); Complex Systems 6, 21.
Yao Y. and Freeman W. J. (1990); Neural Networks 3, 153.
Yao Y., Freeman W. J., Burke B. and Yang Q. (1991); Neural Networks 4, 103.
Wang X.-J. (1990); Commun. Math. Phys. 131, 317.
Zumofen G. and Klafter J. (1993); Phys. Rev. E 47, 851.
Zumofen G. and Klafter J. (1994); Europhys. Lett. 25, 565.
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Mendes, R.V. (1999). Dynamics of networks and applications. In: Clark, J.W., Lindenau, T., Ristig, M.L. (eds) Scientific Applications of Neural Nets. Lecture Notes in Physics, vol 522. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0104285
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DOI: https://doi.org/10.1007/BFb0104285
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