Items related to Neural Networks for Pattern Recognition (Advanced Texts...
Synopsis
This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the properties and merits of the multi-layer perceptron and radial basis function network models. Also covered are various forms of error functions, principal algorithms for error function minimalization, learning and generalization in neural networks, and Bayesian techniques and their applications. Designed as a text, with over 100 exercises, this fully up-to-date work will benefit anyone involved in the fields of neural computation and pattern recognition.
"synopsis" may belong to another edition of this title.
Review
This book provides a solid statistical foundation for neural networks from a pattern recognition perspective. The focus is on the types of neural nets that are most widely used in practical applications, such as the multi-layer perceptron and radial basis function networks. Rather than trying to cover many different types of neural networks, Bishop thoroughly covers topics such as density estimation, error functions, parameter optimization algorithms, data pre-processing, and Bayesian methods. All topics are organized well and all mathematical foundations are explained before being applied to neural networks. The text is suitable for a graduate or advanced undergraduate level course on neural networks or for practitioners interested in applying neural networks to real-world problems. The reader is assumed to have the level of math knowledge necessary for an undergraduate science degree.
About the Author
Chris Bishop is at Aston University.
"About this title" may belong to another edition of this title.
- PublisherClarendon Press
- Publication date1996
- ISBN 10 0198538642
- ISBN 13 9780198538646
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages504
- Rating
Other Popular Editions of the Same Title
Search results for Neural Networks for Pattern Recognition (Advanced Texts...
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: More Than Words, Waltham, MA, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. . . All orders guaranteed and ship within 24 hours. Before placing your order for please contact us for confirmation on the book's binding. Check out our other listings to add to your order for discounted shipping. Seller Inventory # WAL-T-3e-01612
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: Goodwill of Colorado, COLORADO SPRINGS, CO, U.S.A.
Seller rating 5 out of 5 stars
Condition: Acceptable. This item is in overall acceptable condition. Covers and dust jackets are intact but may have heavy wear including creases, bends, edge wear, curled corners or minor tears as well as stickers or sticker-residue. Pages are intact but may have minor curls, bends or moderate to considerable highlighting/ writing. Binding is intact; however, spine may have heavy wear. Digital codes may not be included and have not been tested to be redeemable and/or active. A well-read copy overall. Please note that all items are donated goods and are in used condition. Orders shipped Monday through Friday! Your purchase helps put people to work and learn life skills to reach their full potential. Orders shipped Monday through Friday. Your purchase helps put people to work and learn life skills to reach their full potential. Thank you! Seller Inventory # 466XBX0013I4
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition
Published by
Oxford University Press, Incorporated, 1996
ISBN 10: 0198538642
ISBN 13: 9780198538646
Used
Softcover
Seller: Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Used book that is in clean, average condition without any missing pages. Seller Inventory # 10014523-6
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: Seattle Goodwill, Seattle, WA, U.S.A.
Seller rating 5 out of 5 stars
Condition: Acceptable. Pages include notes, underlining, or highlighting. May have some shelf-wear due to normal use. Your purchase funds free job training and education in the greater Seattle area. Thank you for supporting Goodwills nonprofit mission! Seller Inventory # 0KVOFY00CIUD_ns
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Published by
Oxford University Press, USA, 1996
ISBN 10: 0198538642
ISBN 13: 9780198538646
Used
Paperback
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_422663821
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Published by
Clarendon Press (edition 1), 1996
ISBN 10: 0198538642
ISBN 13: 9780198538646
Used
Paperback
Seller: BooksRun, Philadelphia, PA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. 1. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Seller Inventory # 0198538642-11-1
Quantity: 1 available
Seller Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: Goodwill of Silicon Valley, SAN JOSE, CA, U.S.A.
Seller rating 4 out of 5 stars
Condition: acceptable. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Acceptable condition! Any other included accessories are also in Acceptable condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear such as cover tears discoloration, staining, marks, scuffs, etc. All pages intact. Seller Inventory # GWSVV.0198538642.A
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Published by
Clarendon Press, 1996
ISBN 10: 0198538642
ISBN 13: 9780198538646
Used
paperback
First Edition
Seller: Textbooks_Source, Columbia, MO, U.S.A.
Seller rating 5 out of 5 stars
paperback. Condition: Good. 1st Edition. Ships same day or next business day! UPS shipping available (Priority Mail for AK/HI/APO/PO Boxes). Used sticker and some writing and/or highlighting. Used books may not include working access code. Used books will not include dust jackets. Seller Inventory # 000263701U
Quantity: 2 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: Grumpys Fine Books, Tijeras, NM, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: very good. little wear and tear. Seller Inventory # Grumpy0198538642
Quantity: 1 available
Stock Image
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
Seller: Grumpys Fine Books, Tijeras, NM, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Prompt service guaranteed. Seller Inventory # Clean0198538642
Quantity: 1 available