Models of Neurons and Perceptrons: Selected Problems and Challenges

Language: English

Published by Springer International Publishing Mai 2018, 2018

3319901397 / 9783319901398

Series: Book 285 of 538 - Studies in Computational Intelligence

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail.The first part describes the biological foundations and provides a comprehensive overview of the artificial neural networks. The second part then presents mathematical foundations, reviewing elementary topics, as well as lesser-known problems such as topological conjugacy of dynamical systems and the shadowing property. The final two parts describe the models of the neuron, and the mathematical analysis of the properties of artificial multilayer neural networks.Combining biological, mathematical and electronic approaches, this multidisciplinary book it useful for the mathematicians interested in artificial neural networks and models of the neuron, for computer scientists interested in formal foundations of artificial neural networks, and for the biologists interested in mathematical and electronic models of neural structures and processes. 164 pp. Englisch.…

Seller Inventory # 9783319901398

Title
Models of Neurons and Perceptrons: Selected Problems and Challenges
Author
Andrzej Bielecki
Publisher
Springer International Publishing Mai 2018
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319901397
ISBN 13
9783319901398
Item weight
418 grams
Dimensions
241x160x15 mm
Series
Book 285 of 538: Studies in Computational Intelligence

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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First itemUS$ 25.84US$ 25.84
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BuchWeltWeit Ludwig Meier e.K.

Germany