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Adaptive processing of sequences and data structures International Summer School on Neural Networks "E.R. Caianiello" Vietri sul Mare, Salerno, Italy, September 6-13 1997, tutorial lectures

C. Lee Giles; Marco Gori; International Summer School on Neural Networks (1997 Salerno, Italy)

Berlin Springer New York c1998

Localização: ICMC - Inst. Ciên. Mat. Computação    (68-02 LNAI v.1387 ) e outros locais(Acessar)

  • Título:
    Adaptive processing of sequences and data structures International Summer School on Neural Networks "E.R. Caianiello" Vietri sul Mare, Salerno, Italy, September 6-13 1997, tutorial lectures
  • Autor: C. Lee Giles; Marco Gori; International Summer School on Neural Networks (1997 Salerno, Italy)
  • Assuntos: Neural networks (Computer science); Data structures (Computer science); Parallel processing (Electronic computers); REDES NEURAIS; INTELIGÊNCIA ARTIFICIAL
  • Notas: Includes bibliographical references and index
  • Descrição: Recurrent neural network architectures : an overview ; Gradient based learning methods / A.C. Tsoi -- Diagrammatic methods for deriving and relating temporal neural network algorithms / E.A. Wan and F. Beaufays -- An introduction to learningstructured information / P. Frasconi -- Neural networks for processing data structures / A. Sperduti -- The loading problem : topics in complexity / M. Gori -- Learning dynamic Bayesian networks / Z. Ghahramani -- Probabilistic models ofneuronal spike trains / P. Baldi -- Temporal models in blind source separation / L.C. Parra -- Recursive neural networks and automata / M. Maggini -- The neural network pushdown automaton : architecture, dynamics and training / G.Z. Sun, C.L.Giles and H.H. Chen -- Neural dynamics with stochasticity / H.T. Siegelmann -- Parsing the stream of time : the value of event-based segmentation in a complex real-world control problem /M.C. Mozer and D. Miller -- Hybrid HMM/ANN systems forspeech recognition : overview and new research directions / H. Bourlard and N. Morgan -- Predictive models for sequence modelling, application to speech and character recognition / P. Gallinari
  • Títulos relacionados: Série:Lecture notes in computer science Lecture notes in artificial intelligence; Lecture notes in computer science 1387
  • Editor: Berlin Springer New York
  • Data de publicação: c1998
  • Formato: xii, 434 p. ill. 24 cm.
  • Idioma: Inglês

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