search-white-svg
Meine Position
i
Ein Tipp vom Eldar Team
Je mehr Sie bestellen, desto grösser Ihr Rabatt
Lieferbar
The Promise of Neural Networks
Buch
Buch
Fachbuch
1993

The Promise of Neural Networks

Autor/-in
ISBN
EAN
978-3-540-19773-7
9783540197737
Artikel-Nr.
43W9VWW
Kostenloser Versand
Rabatt
-11.5
%
CHF 150.00
CHF
132.68
Anzahl
1
Maximale
Lieferzeit
17
Arbeitstage
Dienstag
28.12.2021
speech-bubble-svg Beschreibung
This book is the product of a 15-month intensive investigation of the European artificial network scene, together with a view of the broader framework of the subject in a world context. It could not have been completed in such a remarkably short time, and so effectively, without the dedicated efforts of Louise Turner, the DEANNA secretary, and Geoff Chappell, the DEANNA researcher, at the Centre for Neural Networks, King's College, London. I would like to take this opportunity to thank them for their heroic efforts. I would also like to thank my colleagues in the Centre and in the Mathematics Department, especially Mark Plumbley, Michael Reiss and Trevor Clarkson for all their help and encouragement, Denise Gorse of University College London, for allowing use of her lecture notes as a basis for the tutorial and the DEANNA partners for the part they played. Finally I would like to acknowledge the European Community support, and especially Mike Coyle for his trenchant comments during the carrying out of the work. March 1993 J. G. Taylor CONTENTS PART I: SETTING THE SCENE Chapter 1: DEANNA. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1 . 1 Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 . 2 The Geographical Dimension. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1 1. 3 The Industrial Dimension. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1 . 4 The Plan for Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 Chapter 2: Neural Net Demonstrators. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2. 1 The Status of Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2. 2 Reasons for the Employment of Neural Networks . . . . . . . . . . . . . . . . . . . 9 2. 3 Neural Network Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 2. 4 Areas of Application . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2. 5 Typical Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
feather-svg
Stichwörter
search-svg
Software
search-svg
artificial neural network
search-svg
backpropagation
search-svg
cognition
search-svg
computer
search-svg
control
search-svg
information processing
search-svg
integrated circuit
search-svg
learning
search-svg
network
search-svg
neural networks
search-svg
pattern recognition
search-svg
robot
search-svg
robotics
search-svg
speech recognition
search-svg
complexity
Inhaltsverzeichnis
I: Setting the Scene.- 1: DEANNA.- 1.1 Introduction.- 1.2 The Geographical Dimension.- 1.3 The Industrial Dimension.- 1.4 The Plan for Neural Networks.- 2: Neural Net Demonstrators.- 2.1 The Status of Neural Networks.- 2.2 Reasons for the Employment of Neural Networks.- 2.3 Neural Network Models.- 2.4 Areas of Application.- 2.5 Typical Applications.- 2.6 Devices for Running Neural Nets.- 2.7 Applications References.- 3: Neural Net Simulators.- 3.1 Software Simulators.- 3.2 Hardware Simulators.- 3.3 Neural Network Chips.- II: Neural Networks Proper.- 4: Introduction to Neural Computing.- 4.1 History of Neurocomputing.- 4.2 Artificial Neural Networks (ANNs).- 4.3 The Biological Prototype.- 4.4 Types of Neural Nets.- 4.5 Learning Nets.- 4.6 Perceptron Learning.- 4.7 Limitations of Perceptrons.- 4.8 Backpropagation.- 4.9 Visualising Network Behaviour: the Error Weight Surface.- 4.10 The Hopfield Network.- 4.11 Topographic Maps.- 4.12 Reinforcement Training.- 4.13 Further Reading.- 4.14 Appendix.- 5: The Principles of Neural Networks.- 5.1 The Problem of Principles.- 5.2 Mathematical Approaches.- 5.3 Informational Approaches.- 5.4 Psychological Approaches.- 5.5 Logical Approaches.- 5.6 Genetic Approaches.- 5.7 References.- 6: Applications of Neural Networks.- 6.1 Introduction.- 6.2 Speech Recognition.- 6.3 Pattern Recognition.- 6.4 Medical Applications of Neural Networks.- 6.5 Control.- 6.6 Time Series.- 6.7 References.- III: The Future of Neural Networks.- 7: The DEANNA Database.- 7.1 The Questionnaire.- 7.2 Starting Up.- 7.3 Algorithms.- 7.4 Applications.- 7.5 Comments.- 7.6 References.- 7.7 Appendixes.- Appendix 1 The DEANNA Survey.- Appendix 2 DEANNA at ICANN ‘81.- 8: Whither Neural Networks?.- 8.1 Future Developments.- 8.2 Future Applications.- 8.3 Advisory Structure.- 8.4 The Future of Neural Networks.- 8.5 References.- 8.6 Appendixes.- Appendix 1 Large (8 or more) European Neural Network Groups.- Appendix 2 Networks of Excellence Proposal.- Appendix 3 Network Proposal on Theory of Neural Networks.- Glossary of Neural Network Terms.
feather-svg
Herausgeber/-in
Autor/-in
Publikation
Grossbritannien
24.09.1993
speech-bubble-svg
Sprache
Englisch
book-svg Format
Softcover
172 Seiten
23 cm
(Höhe)
15 cm
(Breite)
300 g
(Gewicht)
package-svg Versand
Kostenloser Versand: Schweiz & Liechtenstein
Für den Versand nach Deutschland oder Frankreich werden die Versandgebühren der Schweizerischen Post berechnet. Diese werden Ihnen im Warenkorb für Ihre gesamte Bestellung berechnet.
credit-card-svg Zahlungsarten
payment-einzahlungsschein payment-twint payment-mastercard payment-visa payment-american-express
Bestellen Sie einfach auf Rechnung oder bezahlen Sie bequem und gebührenfrei mit Twint oder Kreditkarte.
subcategories-svg
Passende Themen
Zurück
Zum Start
S
SPIEGEL Bestseller
Hauptkategorie