Close
Enter your search into one or more of the boxes below:
You can refine your search by selecting from any of the options below:
Search
Models of Neural Networks III: Association, Generalization, and Representation

Models of Neural Networks III: Association, Generalization, and Representation (Hardback)

£119.99
Usually despatched within 2 weeks.
Order now for Free delivery in the UK.
More on delivery...

Synopsis

One of the most challenging and fascinating problems of the theory of neural nets is that of asymptotic behavior, of how a system behaves as time proceeds. This is of particular relevance to many practical applications. Here we focus on association, generalization, and representation. We turn to the last topic first. The introductory chapter, "Global Analysis of Recurrent Neural Net- works," by Andreas Herz presents an in-depth analysis of how to construct a Lyapunov function for various types of dynamics and neural coding. It includes a review of the recent work with John Hopfield on integrate-and- fire neurons with local interactions. The chapter, "Receptive Fields and Maps in the Visual Cortex: Models of Ocular Dominance and Orientation Columns" by Ken Miller, explains how the primary visual cortex may asymptotically gain its specific structure through a self-organization process based on Hebbian learning. His argu- ment since has been shown to be rather susceptible to generalization.

Computing & ITComputer scienceArtificial intelligenceNeural networks & fuzzy systems Publisher: Springer-Verlag New York Inc. Publication Date: 01/12/1995 ISBN-13: 9780387943688  Details: Type: Hardback Format: Books
Availability: Usually despatched within 2 weeks. Login for Quick Checkout Add to Basket

More books by Eytan Domany

More books by J. Leo van Hemmen

More books by Klaus Schulten

Leave Review

Delivery

Delivery Options

All delivery times quoted are the average, and cannot be guaranteed. These should be added to the availability message time, to determine when the goods will arrive. During checkout we will give you a cumulative estimated date for delivery.

Location 1st Book Each additional book Average Delivery Time
UK Standard Delivery FREE FREE 3-5 Days
UK First Class £4.50 £1.00 1-2 Days
UK Courier £7.00 £1.00 1-2 Days
Western Europe** Courier £17.00 £3.00 2-3 Days
Western Europe** Airmail £5.00 £1.50 4-14 Days
USA / Canada Courier £20.00 £3.00 2-4 Days
USA / Canada Airmail £7.00 £3.00 4-14 Days
Rest of World Courier £22.50 £3.00 3-6 Days
Rest of World Airmail £8.00 £3.00 7-21 Days

** Includes Austria, Belgium, Denmark, France, Germany, Greece, Iceland, Irish Republic, Italy, Luxembourg, Netherlands, Portugal, Spain, Sweden and Switzerland.

Delivery Help & FAQs

Returns Information

If you are not completely satisfied with your purchase*, you may return it to us in its original condition with in 30 days of receiving your delivery or collection notification email for a refund. Except for damaged items or delivery issues the cost of return postage is borne by the buyer. Your statutory rights are not affected.

* For Exclusions and terms on damaged or delivery issues see Returns Help & FAQs

You might also like

Elements of Causal Inference:...
(Hardback)
Bernhard Scholkopf; Jonas Peters;...
 
 
£37.95
 
Artificial Intelligence Applications...
(Hardback)
Stephen Slade
 
 
£80.00
 
Convolutional Neural Networks in...
(Paperback)
Ragav Venkatesan; Baoxin Li
 
 
£60.00
 
R Deep Learning Cookbook
(Paperback)
Dr. PKS Prakash; Achyutuni Sri ...
 
 
£37.99
 
Latest Blog
Folklore of the Yorkshire Moors
10/02/2018

Read an Extract from Wendy Mitchell's Somebody I Used to Know
05/02/2018

Read an extract from Wendy Mitchell's Somebody I Used to Know, her memoir about living with dementia.

Where are you really from? An extract from Brit(ish): On Race, Identity and Belonging by Afua Hirsch
02/02/2018

Read an extract from Afua Hirsch's book Brit(ish): On Race, Identity and Belonging

View all Blog Entries
Twitter
Show/Hide Tweets
© W&G Foyle Ltd