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Feed-Forward Neural Networks
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Feed-Forward Neural Networks - neues Buch

ISBN: 9780792395676

ID: 6389616

Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily obtained. Starting with the derivation of a specification and ending with its hardware implementation, analog hard-wired, feed-forward neural networks with on-chip back-propagation learning are designed in their entirety. On-chip learning is necessary in circumstances where fixed weight configurations cannot be used. It is also useful for the elimination of most mis-matches and parameter tolerances that occur in hard-wired neural network chips. Fully analog neural networks have several advantages over other implementations: low chip area, low power consumption, and high speed operation. Feed-Forward Neural Networks is an excellent source of reference and may be used as a text for advanced courses. Books, Technology, Engineering and Agriculture~~Electronicsl and Communications Engineering~~Electronics Engineering, Feed-Forward Neural Networks~~Book~~9780792395676~~Jouke Annema, , , , , , , , , ,, [PU: Kluwer Academic Publishers]

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Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation - Jouke Annema, Jouke Annema
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Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation - neues Buch

ISBN: 9780792395676

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Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily obtained. Starting with the derivation of a specification and ending with its hardware implementation, analog hard-wired, feed-forward neural networks with on-chip back-propagation learning are designed in their entirety. On-chip learning is necessary in circumstances where fixed weight configurations cannot be used. It is also useful for the elimination of most mis-matches and parameter tolerances that occur in hard-wired neural network chips. Fully analog neural networks have several advantages over other implementations: low chip area, low power consumption, and high speed operation. Feed-Forward Neural Networks is an excellent source of reference and may be used as a text for advanced courses. Jouke Annema, Jouke Annema, Books, Science and Nature, Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation Books>Science and Nature, Springer

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Feed-Forward Neural Networks - Jouke Annema
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Feed-Forward Neural Networks - neues Buch

ISBN: 9780792395676

ID: 15fc953f4c4285628f19b670ec5d2751

Vector Decomposition Analysis, Modelling and Analog Implementation Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily obtained. Starting with the derivation of a specification and ending with its hardware implementation, analog hard-wired, feed-forward neural networks with on-chip back-propagation learning are designed in their entirety. On-chip learning is necessary in circumstances where fixed weight configurations cannot be used. It is also useful for the elimination of most mis-matches and parameter tolerances that occur in hard-wired neural network chips. Fully analog neural networks have several advantages over other implementations: low chip area, low power consumption, and high speed operation. Feed-Forward Neural Networks is an excellent source of reference and may be used as a text for advanced courses. Bücher / Fremdsprachige Bücher / Englische Bücher 978-0-7923-9567-6, Springer

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Feed-Forward Neural Networks - Jouke Annema
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Feed-Forward Neural Networks - neues Buch

ISBN: 9780792395676

ID: 107766011

Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily obtained. Starting with the derivation of a specification and ending with its hardware implementation, analog hard-wired, feed-forward neural networks with on-chip back-propagation learning are designed in their entirety. On-chip learning is necessary in circumstances where fixed weight configurations cannot be used. It is also useful for the elimination of most mis-matches and parameter tolerances that occur in hard-wired neural network chips. Fully analog neural networks have several advantages over other implementations: low chip area, low power consumption, and high speed operation. Feed-Forward Neural Networks is an excellent source of reference and may be used as a text for advanced courses. Vector Decomposition Analysis, Modelling and Analog Implementation Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Springer

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1995, ISBN: 0792395670

ID: 1276239992

[EAN: 9780792395676], Gebraucht, guter Zustand, [PU: Kluwer], COMPUTER SCIENCE, 238 pp., Hardcover, ex library, else text clean and binding tight

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Details zum Buch
Feed-Forward Neural Networks
Autor:

Annema, Jouke

Titel:

Feed-Forward Neural Networks

ISBN-Nummer:

9780792395676

Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some other recent alternative algorithms for hardware implemented perception-like neural networks. The method permits a simple analysis of the learning behaviour of neural networks, allowing specifications for their building blocks to be readily obtained. Starting with the derivation of a specification and ending with its hardware implementation, analog hard-wired, feed-forward neural networks with on-chip back-propagation learning are designed in their entirety. On-chip learning is necessary in circumstances where fixed weight configurations cannot be used. It is also useful for the elimination of most mis-matches and parameter tolerances that occur in hard-wired neural network chips. Fully analog neural networks have several advantages over other implementations: low chip area, low power consumption, and high speed operation. Feed-Forward Neural Networks is an excellent source of reference and may be used as a text for advanced courses.

Detailangaben zum Buch - Feed-Forward Neural Networks


EAN (ISBN-13): 9780792395676
ISBN (ISBN-10): 0792395670
Gebundene Ausgabe
Erscheinungsjahr: 1995
Herausgeber: Springer-Verlag GmbH
256 Seiten
Gewicht: 0,549 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 08.11.2007 13:45:52
Buch zuletzt gefunden am 25.06.2016 10:58:21
ISBN/EAN: 9780792395676

ISBN - alternative Schreibweisen:
0-7923-9567-0, 978-0-7923-9567-6

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