HOME > Detail View

Detail View

Adaptive processing of sequences and data structures: International Summer School on Neural Networks

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

Material type
단행본
Personal Author
Giles, C. Lee. Gori, Marco.
Title Statement
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.
Publication, Distribution, etc
Berlin ;   New York :   Springer ,   c1998.  
Physical Medium
xii, 434 p. : ill. ; 24 cm.
Series Statement
Lecture notes in computer science ; Lecture notes in artificial intelligence 1387.
ISBN
3540643419 (softcover : alk. paper)
Content Notes
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, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Neural networks (Computer science) Data structures (Computer science) Parallel processing (Electronic computers)
000 02638camuu2200337 a 4500
001 000000676820
005 20001101103212
008 980306s1998 gw a b 001 0 eng
010 ▼a 98016268 //r982
020 ▼a 3540643419 (softcover : alk. paper)
040 ▼a DLC ▼c DLC ▼d PMC ▼d GZM ▼d C#P ▼d UKM ▼d OHX ▼d 211009
049 1 ▼l 121046799 ▼f 과학
050 0 0 ▼a QA76.87 ▼b .A36 1998
072 7 ▼a Q ▼2 lcco
082 0 0 ▼a 006.3/2 ▼2 21
090 ▼a 006.32 ▼b A221
245 0 0 ▼a Adaptive processing of sequences and data structures: ▼b International Summer School on Neural Networks "E.R. Caianiello" Vietri sul Mare, Salerno, Italy, September 6-13 1997, tutorial lectures / ▼c C. Lee Giles, Marco Gori, eds.
260 ▼a Berlin ; ▼a New York : ▼b Springer , ▼c c1998.
300 ▼a xii, 434 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a Lecture notes in computer science ; ▼v 1387. ▼a Lecture notes in artificial intelligence
504 ▼a Includes bibliographical references and index.
505 0 ▼a 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.
650 0 ▼a Neural networks (Computer science)
650 0 ▼a Data structures (Computer science)
650 0 ▼a Parallel processing (Electronic computers)
700 1 ▼a Giles, C. Lee.
700 1 ▼a Gori, Marco.
711 2 ▼a International Summer School on Neural Networks ▼d (1997 : ▼c Salerno, Italy)
830 0 ▼a Lecture notes in computer science ; ▼v 1387.
830 0 ▼a Lecture notes in computer science. ▼p Lecture notes in artificial intelligence.

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.32 A221 Accession No. 121046799 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Recurrent neural network architectures: An overview.- Gradient based learning methods.- Diagrammatic methods for deriving and relating temporal neural network algorithms.- An introduction to learning structured information.- Neural networks for processing data structures.- The loading problem: Topics in complexity.- Learning dynamic Bayesian networks.- Probabilistic models of neuronal spike trains.- Temporal models in blind source separation.- Recursive neural networks and automata.- The neural network pushdown automaton: Architecture, dynamics and training.- Neural dynamics with stochasticity.- Parsing the stream of time: The value of event-based segmentation in a complex real-world control problem.- Hybrid HMM/ANN systems for speech recognition: Overview and new research directions.- Predictive models for sequence modelling, application to speech and character recognition.


Information Provided By: : Aladin

New Arrivals Books in Related Fields

Baumer, Benjamin (2021)
데이터분석과인공지능활용편찬위원회 (2021)
Harrison, Matt (2021)