Temporal-Pattern Learning in Neural Models

Language: English

Published by Springer, Springer Vieweg Dez 1985, 1985

3540160469 / 9783540160465

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This item is printed on demand - Print on Demand Titel. Neuware -While the ability of animals to learn rhythms is an unquestionable fact, the underlying neurophysiological mechanisms are still no more than conjectures. This monograph explores the requirements of such mechanisms, reviews those previously proposed and postulates a new one based on a direct electric coding of stimulation frequencies. Experi mental support for the option taken is provided both at the single neuron and neural network levels. More specifically, the material presented divides naturally into four parts: a description of the experimental and theoretical framework where this work becomes meaningful (Chapter 2), a detailed specifica tion of the pacemaker neuron model proposed together with its valida tion through simulation (Chapter 3), an analytic study of the behavior of this model when submitted to rhythmic stimulation (Chapter 4) and a description of the neural network model proposed for learning, together with an analysis of the simulation results obtained when varying seve ral factors related to the connectivity, the intraneuronal parameters, the initial state and the stimulation conditions (Chapter 5). This work was initiated at the Computer and Information Science Depart ment of the University of Massachusetts, Amherst, and completed at the Institut de c Lber n e t Lca of the Universitat Politecnica de Catalunya, Barcelona. Computers at the latter place have adopted Catalan as their mother tongue and thus some computer-made figures in this monograph, specially those in Chapter 5, appear labeled in that tongue.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 236 pp. Englisch.…

Seller Inventory # 9783540160465

Title
Temporal-Pattern Learning in Neural Models
Author
Carme Torras I Genis
Publisher
Springer, Springer Vieweg Dez 1985
Publication year
1985
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540160469
ISBN 13
9783540160465
Item weight
586 grams
Dimensions
279x210x13 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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