Items related to Hebbian Learning and Negative Feedback Networks (Advanced...
Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing) - Hardcover
Synopsis
Hebbian Learning and Negative Feedback Networks A monograph on artificial neural networks which use Hebbian learning, covering a range of real experiments and which displays how it's approaches can be applied to analyse real problems. It brings together a range of concepts into a coherent whole.
"synopsis" may belong to another edition of this title.
Review
From the reviews of the first edition:
"This book is concerned with developing unsupervised learning procedures and building self organizing network modules that can capture regularities of the environment. ... the book provides a detailed introduction to Hebbian learning and negative feedback neural networks and is suitable for self-study or instruction in an introductory course." (Nicolae S. Mera, Zentralblatt MATH, Vol. 1069, 2005)
Synopsis
The central idea of Hebbian Learning and Negative Feedback Networks is that artificial neural networks using negative feedback of activation can use simple Hebbian learning to self-organise so that they uncover interesting structures in data sets. Two variants are considered: the first uses a single stream of data to self-organise. By changing the learning rules for the network, it is shown how to perform Principal Component Analysis, Exploratory Projection Pursuit, Independent Component Analysis, Factor Analysis and a variety of topology preserving mappings for such data sets. The second variants use two input data streams on which they self-organise. In their basic form, these networks are shown to perform Canonical Correlation Analysis, the statistical technique which finds those filters onto which projections of the two data streams have greatest correlation. The book encompasses a wide range of real experiments and displays how the approaches it formulates can be applied to the analysis of real problems.
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2005
- ISBN 10 1852338830
- ISBN 13 9781852338831
- BindingHardcover
- LanguageEnglish
- Number of pages401
Other Popular Editions of the Same Title
Search results for Hebbian Learning and Negative Feedback Networks (Advanced...
Stock Image
Hebbian Learning and Negative Feedback Networks: Advanced Information and Knowledge Processing
Seller: AwesomeBooks, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. Hebbian Learning and Negative Feedback Networks: Advanced Information and Knowledge Processing This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. Seller Inventory # 7719-9781852338831
Quantity: 1 available
Stock Image
Hebbian Learning and Negative Feedback Networks: Advanced Information and Knowledge Processing
Seller: Bahamut Media, Reading, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. Seller Inventory # 6545-9781852338831
Quantity: 1 available
Stock Image
Hebbian Learning And Negative Feedback Networks (advanced Information And Knowledge Processing)
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-86558
Quantity: 1 available
Stock Image
Hebbian Learning And Negative Feedback Networks (advanced Information And Knowledge Processing)
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-248326
Quantity: 1 available
Stock Image
Hebbian Learning and Negative Feedback Networks
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 404. Seller Inventory # 262170622
Quantity: 1 available
Stock Image
Hebbian Learning and Negative Feedback Networks
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. pp. 404 Illus. Seller Inventory # 5677345
Quantity: 1 available
Stock Image
Hebbian Learning and Negative Feedback Networks
Seller: Biblios, Frankfurt am main, HESSE, Germany
Seller rating 5 out of 5 stars
Condition: New. pp. 404. Seller Inventory # 182170612
Quantity: 1 available
Stock Image
Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2912160256869
Quantity: Over 20 available
Stock Image
Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781852338831_new
Quantity: Over 20 available
Stock Image
Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)
Seller: BennettBooksLtd, North Las Vegas, NV, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: New. In shrink wrap. Looks like an interesting title! Seller Inventory # Q-1852338830
Quantity: 1 available