Adaptive processing of sequences and data structures : [second] International Summer School on Neural Networks E.R. Caianiello Vietri sul Mare, Salerno, Italy September 6 13, 1997 : tutorial lectures
This book is devoted to adaptive processing of structured information similar to flexible and intelligent information processing by humans - in contrast to merely sequential processing of predominantly symbolic information within a deterministic framework. Adaptive information processing allows for...
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| その他の著者: | , |
| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| シリーズ: | Lecture notes in computer science. Lecture notes in artificial intelligence
1387 |
| 主題: | |
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Adaptive processing of sequences and data structures, International Summer School on Neural Networks "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, Sept. 6-13, 1997, Tutorial Lectures, C. Lee Giles, Marco Gori (eds.), 1998, New York, Springer, 1 vol. (XIV-438 p.), Lecture notes in computer science, 3-540-64341-9 • Adaptive Processing of Sequences and Data Structures, Texte imprimé, 9783662181683 |
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| 111 | 2 | |a International summer school on neural networks "E.R. Caianiello" |n (02 |d :1997 |c :Vietri sul Mare). | |
| 245 | 1 | 0 | |a Adaptive processing of sequences and data structures : |b [second] International Summer School on Neural Networks E.R. Caianiello Vietri sul Mare, Salerno, Italy September 6 13, 1997 : tutorial lectures |c [edited by] C. Lee Giles, Marco Gori. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 1387 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This book is devoted to adaptive processing of structured information similar to flexible and intelligent information processing by humans - in contrast to merely sequential processing of predominantly symbolic information within a deterministic framework. Adaptive information processing allows for a mixture of sequential and parallel processing of symbolic as well as subsymbolic information within deterministic and probabilistic frameworks. The book originates from a summer school held in September 1997 and thus is ideally suited for advanced courses on adaptive information processing and advanced learning techniques or for self-instruction. Research and design professionals active in the area of neural information processing will find it a valuable state-of-the-art survey. | ||
| 650 | |a Informatique | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Réseaux neuronaux (informatique) | ||
| 650 | |a Parallélisme (informatique) | ||
| 650 | |a Structures de données (informatique) | ||
| 650 | |a Microprocesseurs | ||
| 650 | |a Actes de congrès | ||
| 700 | 1 | |a Giles, C. Lee, |d 19..- |4 pbd | |
| 700 | 1 | |a Gori, Marco, |c informaticien. |4 pbd | |
| 776 | 0 | |0 035854049 |t Adaptive processing of sequences and data structures |o International Summer School on Neural Networks "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, Sept. 6-13, 1997 |o Tutorial Lectures |f C. Lee Giles, Marco Gori (eds.) |d 1998 |c New York |n Springer |p 1 vol. (XIV-438 p.) |s Lecture notes in computer science |z 3-540-64341-9 | |
| 776 | 0 | |t Adaptive Processing of Sequences and Data Structures |b Texte imprimé |z 9783662181683 | |
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| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-ZDGD0Q48-W |z Accès sur la plateforme Istex | |
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| 856 | 4 | |5 180339901:754008630 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/BFb0053992 |z Accès INSA CVL | |
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