Stock Image

Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation

Jouke Annema

0 ratings by GoodReads
ISBN 10: 0792395670 / ISBN 13: 9780792395676
Published by Springer
New Condition: New Hardcover
From BuySomeBooks (Las Vegas, NV, U.S.A.) Quantity Available: 20

Available from more sellers

View all  copies of this book


Hardcover. 238 pages. Dimensions: 9.5in. x 6.5in. x 0.7in.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. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Bookseller Inventory # 9780792395676

About this title:

Synopsis:

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.
"About this title" may belong to another edition of this title.

Bibliographic Details

Title: Feed-Forward Neural Networks: Vector ...

Publisher: Springer

Binding: Hardcover

Book Condition: New

Book Type: Hardcover

Payment Methods

Payment Methods Accepted by Seller

Visa Mastercard American Express


Seller BuySomeBooks
Address: Las Vegas, NV, U.S.A.

AbeBooks Seller Since May 21, 2012
Seller Rating 5-star rating


Terms of Sale:

We guarantee the condition of every book as it's described on the Abebooks web
sites. If you're dissatisfied with your purchase (Incorrect Book/Not as
Described/Damaged) or if the order hasn't arrived, you're eligible for a refund
within 30 days of the estimated delivery date. If you've changed your mind about a book that you've ordered, please use the Ask bookseller a question link to contact us and we'll respond within 2 business days.

BuySomeBooks is operated by Drive-On-In, Inc., a Nevada co...

[More Information]

Shipping Terms:

Orders usually ship within 1-2 business days. Books are shipped from multiple locations so your order may arrive from Las Vegas,NV, Roseburg,OR, La Vergne,TN, Momence,IL, or Commerce,GA.


Store Description: BuySomeBooks is great place to get your books online. With over eight million titles available we're sure to have what you're looking for. Despite having a large selection of new books available for immediate shipment and excellent customer service, people still tell us they prefer us because of our prices.

Buy New
List Price: US$
Price: US$ 304.86 Convert Currency
Shipping: US$ 3.95 Within U.S.A. Destination, Rates & Speeds
Add to basket

30 Day Return Policy