Artificial Adaptive Systems Using Auto Contractive Maps

Language: English

Published by Springer International Publishing Mrz 2018, 2018

3319750488 / 9783319750484

Series: Book 137 of 378 - Studies in Systems, Decision and Control

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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 offers an introduction to artificial adaptive systems and a general model of the relationships between the data and algorithms used to analyze them. It subsequently describes artificial neural networks as a subclass of artificial adaptive systems, and reports on the backpropagation algorithm, while also identifying an important connection between supervised and unsupervised artificial neural networks.The book's primary focus is on the auto contractive map, an unsupervised artificial neural network employing a fixed point method versus traditional energy minimization. This is a powerful tool for understanding, associating and transforming data, as demonstrated in the numerous examples presented here. A supervised version of the auto contracting map is also introduced as an outstanding method for recognizing digits and defects. In closing, the book walks the readers through the theory and examples of how the auto contracting map can be used in conjunction with another artificial neural network, the 'spin-net,' as a dynamic form of auto-associative memory. 188 pp. Englisch.…

Seller Inventory # 9783319750484

Title
Artificial Adaptive Systems Using Auto Contractive Maps
Author
Paolo Massimo Buscema
Publisher
Springer International Publishing Mrz 2018
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319750488
ISBN 13
9783319750484
Item weight
453 grams
Dimensions
241x160x16 mm
Series
Book 137 of 378: Studies in Systems, Decision and Control

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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BuchWeltWeit Ludwig Meier e.K.

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