Articoli correlati a Neural Networks for Pattern Recognition

Neural Networks for Pattern Recognition

Valutazione media 4,1
( su 163 valutazioni fornite da Goodreads )
 
9780198538646: Neural Networks for Pattern Recognition
Vedi tutte le copie di questo ISBN:
 
 

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Recensione:

excellent... Bishop is able to achieve a level of depth on these topics which is unparalleled in other neural-net texts.... clear and concise mathematical analysis. Bishop's text [] picks up where Duda and Hart left off, and, luckily does so with the same level of clarity and elegance. Neural Networks for Pattern Recognition is an excellent read, and represents a real contribution to the neural-net community. IEEE Transactions on Neural Networks, May 1997

this is an excellent book in the specialised area of statistical pattern recognition with statistical neural nets ... a good starting point for new students in those laboratories where research into statistico-neural pattern recognition is being done ... The examples for the reader at the end of this and every chapter are well chosen and will ensure sales as a course textbook ... this is a first-class book for the researcher in statistical pattern recognition. (Times Higher)

Bishop leads the way through a forest of mathematical minutiae. Readers will emerge with a rigorous statistical grounding in the theory of how to construct and train neural networks in pattern recognition. New Scientist

[Bishop] has written a textbook, introducing techniques, relating them to the theory, and explaining their pitfalls. Moreover, a large set of exercises makes it attractive for the teacher to use the book.... should be warmly welcomed by the neural network and pattern recognition communities. Bishop can be recommended to students and engineers in computer science. The Computer Journal, Volume 39, No. 6, 1996

Its sequential organization and end-of chapter exercises make it an ideal mental gymnasium. The author has eschewed biological metaphor and sweeping statements in favour of welcome mathematical rigour. Scientific Computing World

a neural network introduction placed in a pattern recognition context. ...He has written a textbook, introducing techniques, relating them to the theory and explaining their pitfalls. Moreover, a large set of exercises makes it attractive for the teacher to use the book ... should be warmly welcomed by the neural network and pattern recognition communities. (Robert P. W. Duin, IAPR Newsletter Vol. 19 No. 2 April 1997)

This outstanding book contributes remarkably to a better statistical understanding of artificial neural networks. The superior quality of this book is that it presents a comprehensive self-contained survey of feed-forward networks from the point of view of statistical pattern recognition. (Zbl.Math 868)

L'autore:

Chris Bishop is at Aston University.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Altre edizioni note dello stesso titolo

9780198538493: Neural Networks for Pattern Recognition

Edizione in evidenza

ISBN 10: 0198538499 ISBN 13: 9780198538493
Casa editrice: Oxford Univ Pr, 1995
Rilegato

9780195667998: Neural Networks For Pattern Recognition

Brossura

I migliori risultati di ricerca su AbeBooks

Foto dell'editore

1.

Christopher M. Bishop
Editore: Oxford University Press, USA (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Brossura Quantità: 1
Da
GoldBooks
(Austin, TX, U.S.A.)
Valutazione libreria

Descrizione libro Condizione: new. Codice articolo think0198538642

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 68,82
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 3,38
In U.S.A.
Destinazione, tempi e costi
Foto dell'editore

2.

Christopher M. Bishop
Editore: Oxford University Press, United Kingdom (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Paperback Quantità: 10
Da
The Book Depository
(London, Regno Unito)
Valutazione libreria

Descrizione libro Paperback. Condizione: New. Repr. Language: English. Brand new Book. This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, andreviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensivetreatment of Bayesian techniques and their applications to neural networks. Codice articolo AOP9780198538646

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 72,41
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: U.S.A.
Destinazione, tempi e costi
Foto dell'editore

3.

Christopher M. Bishop
Editore: Oxford University Press (1995)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo PAP Quantità: 15
Da
Paperbackshop-US
(Wood Dale, IL, U.S.A.)
Valutazione libreria

Descrizione libro PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000. Codice articolo FU-9780198538646

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 75,59
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
In U.S.A.
Destinazione, tempi e costi
Foto dell'editore

4.

Bishop, Christopher M.
Editore: Oxford University Press, USA (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Brossura Quantità: 1
Da
BennettBooksLtd
(San Diego, CA, U.S.A.)
Valutazione libreria

Descrizione libro Condizione: New. New. Codice articolo Q-0198538642

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 72,63
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 4,19
In U.S.A.
Destinazione, tempi e costi
Immagini fornite dal venditore

5.

Bishop, C.m.; Bishop, Chris; "bishop, Christopher M."; Hinton, Geoffrey
Editore: Oxford University Press, USA (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Brossura Quantità: 5
Da
GreatBookPrices
(Columbia, MD, U.S.A.)
Valutazione libreria

Descrizione libro Condizione: New. Codice articolo 79693-n

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 74,92
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 2,24
In U.S.A.
Destinazione, tempi e costi
Foto dell'editore

6.

Christopher M. Bishop, Geoffrey Hinton (foreword)
Editore: Clarendon Press 1995-11-23, Oxford (1995)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo paperback Quantità: 10
Da
Blackwell's
(Oxford, OX, Regno Unito)
Valutazione libreria

Descrizione libro paperback. Condizione: New. Language: ENG. Codice articolo 9780198538646

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 74,91
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 4,39
Da: Regno Unito a: U.S.A.
Destinazione, tempi e costi
Immagini fornite dal venditore

7.

Bishop, C.m.; Bishop, Chris; "bishop, Christopher M."; Hinton, Geoffrey
Editore: Oxford University Press, USA (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Brossura Quantità: 5
Da
GreatBookPricesUK
(Castle Donington, DERBY, Regno Unito)
Valutazione libreria

Descrizione libro Condizione: New. Codice articolo 79693-n

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 65,01
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 17,57
Da: Regno Unito a: U.S.A.
Destinazione, tempi e costi
Foto dell'editore

8.

Bishop, Christopher M.
Editore: Oxford University Press, USA (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Brossura Quantità: 1
Da
Speedy Hen
(London, Regno Unito)
Valutazione libreria

Descrizione libro Condizione: New. Bookseller Inventory # ST0198538642. Codice articolo ST0198538642

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 70,24
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 16,38
Da: Regno Unito a: U.S.A.
Destinazione, tempi e costi
Foto dell'editore

9.

C.M. Bishop
Editore: Oxford University Press, USA 1996-01-18 (1996)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Paperback Quantità: > 20
Da
Chiron Media
(Wallingford, Regno Unito)
Valutazione libreria

Descrizione libro Paperback. Condizione: New. Codice articolo 6666-OUP-9780198538646

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 72,24
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 17,56
Da: Regno Unito a: U.S.A.
Destinazione, tempi e costi
Immagini fornite dal venditore

10.

Chris Bishop
Editore: Clarendon Press, Oxford (1995)
ISBN 10: 0198538642 ISBN 13: 9780198538646
Nuovo Paperback Prima edizione Quantità: 1
Da
Grand Eagle Retail
(Wilmington, DE, U.S.A.)
Valutazione libreria

Descrizione libro Paperback. Condizione: new. Paperback. This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perception and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensive treatment of Bayesian techniques and their applications to neural networks. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9780198538646

Informazioni sul venditore | Contattare il venditore

Compra nuovo
EUR 95,46
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
In U.S.A.
Destinazione, tempi e costi

Vedi altre copie di questo libro

Vedi tutti i risultati per questo libro