Neural Nets: A Systematic Introduction / Edition 1

Paperback (Print)
Buy New
Buy New from BN.com
$73.67
(Save 25%)
Used and New from Other Sellers
Used and New from Other Sellers
from $63.58
Usually ships in 1-2 business days
(Save 35%)
Other sellers (Paperback)
  • All (11) from $63.58   
  • New (5) from $85.08   
  • Used (6) from $63.58   

More About This Textbook

Overview

Neural networks are a computing paradigm that is finding increasing attention among computer scientists. In this book, theoretical laws and models previously scattered in the literature are brought together into a general theory of artificial neural nets. Always with a view to biology and starting with the simplest nets, it is shown how the properties of models change when more general computing elements and net topologies are introduced. Each chapter contains examples, numerous illustrations, and a bibliography. The book is aimed at readers who seek an overview of the field or who wish to deepen their knowledge. It is suitable as a basis for university courses in neurocomputing.
Read More Show Less

Product Details

  • ISBN-13: 9783540605058
  • Publisher: Springer-Verlag New York, LLC
  • Publication date: 7/28/1996
  • Edition description: New Edition
  • Edition number: 1
  • Pages: 502
  • Product dimensions: 6.14 (w) x 9.21 (h) x 1.05 (d)

Table of Contents

1 The Biological Paradigm 3
2 Threshold Logic 29
3 Weighted Networks - The Perceptron 55
4 Perceptron Learning 77
5 Unsupervised Learning and Clustering Algorithms 99
6 One and Two Layered Networks 123
7 The Backpropagation Algorithm 149
8 Fast Learning Algorithms 183
9 Statistics and Neural Networks 227
10 The Complexity of Learning 263
11 Fuzzy Logic 287
12 Associative Networks 309
13 The Hopfield Model 335
14 Stochastic Networks 371
15 Kohonen Networks 389
16 Modular Neural Networks 411
17 Genetic Algorithms 427
18 Hardware for Neural Networks 449
Read More Show Less

Customer Reviews

Be the first to write a review
( 0 )
Rating Distribution

5 Star

(0)

4 Star

(0)

3 Star

(0)

2 Star

(0)

1 Star

(0)

Your Rating:

Review Guidelines
Add Recommendations
Your Name: Create a Pen Name or

Barnes & Noble.com Review Rules

Our reader reviews allow you to share your comments on titles you liked, or didn't, with others. By submitting an online review, you are representing to Barnes & Noble.com that all information contained in your review is original and accurate in all respects, and that the submission of such content by you and the posting of such content by Barnes & Noble.com does not and will not violate the rights of any third party. Please follow the rules below to help ensure that your review can be posted.

Reviews by Our Customers Under the Age of 13

We highly value and respect everyone's opinion concerning the titles we offer. However, we cannot allow persons under the age of 13 to have accounts at BN.com or to post customer reviews. Please see our Terms of Use for more details.

What to exclude from your review:

Please do not write about reviews, commentary, or information posted on the product page. If you see any errors in the information on the product page, please send us an email.

Reviews should not contain any of the following:

  • - HTML tags, profanity, obscenities, vulgarities, or comments that defame anyone
  • - Time-sensitive information such as tour dates, signings, lectures, etc.
  • - Single-word reviews. Other people will read your review to discover why you liked or didn't like the title. Be descriptive.
  • - Comments focusing on the author or that may ruin the ending for others
  • - Phone numbers, addresses, URLs
  • - Pricing and availability information or alternative ordering information
  • - Advertisements or commercial solicitation

Reminder:

  • - By submitting a review, you grant to Barnes & Noble.com and its sublicensees the royalty-free, perpetual, irrevocable right and license to use the review in accordance with the Barnes & Noble.com Terms of Use.
  • - Barnes & Noble.com reserves the right not to post any review -- particularly those that do not follow the terms and conditions of these Rules. Barnes & Noble.com also reserves the right to remove any review at any time without notice.
  • - See Terms of Use for other conditions and disclaimers.
Search for Products You'd Like to Recommend

Recommend other products that relate to your review. Just search for them below and share!

Create a Pen Name

Your Pen Name is your unique identity on BN.com. It will appear on the reviews you write and other website activities. Your Pen Name cannot be edited, changed or deleted once submitted.

 
Your Pen Name can be any combination of alphanumeric characters (plus - and _), and must be at least two characters long.

Continue Anonymously
    If you find inappropriate content, please report it to Barnes & Noble
    Why is this product inappropriate?
    Comments (optional)