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, eds.

Other author Giles, C. Lee.
Other author Gori, Marco.
Other author International Summer School on Neural Networks.
Format Book
Publication InfoBerlin ; New York : Springer, ©1998.
Descriptionxii, 434 pages : illustrations ; 24 cm.
Subjects
Neural networks (Computer science)
Data structures (Computer science)
Parallel processing (Electronic computers)

SeriesLecture notes in computer science ; 1387. Lecture notes in artificial intelligence
Lecture notes in computer science 1387. ^A466336
Lecture notes in computer science. Lecture notes in artificial intelligence. ^A467263
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.
Bibliography noteIncludes bibliographical references and index.
LCCN 98016268
ISBN3540643419 (softcover : alk. paper)

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA76.87 .A36 1998 ✔ Available Place Hold