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 /
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| Other Authors: | , |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
[1998]
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| Series: | Lecture notes in computer science ;
1387. Lecture notes in computer science. Lecture notes in artificial intelligence. |
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Table of Contents:
- 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 learning structured 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 of neuronal 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 for speech recognition : overview and new research directions / H. Bourlard and N. Morgan
- Predictive models for sequence modelling, application to speech and character recognition / P. Gallinari.