The following text field will produce suggestions that follow it as you type.

Loading Inventory...

Barnes and Noble

Neural Network Learning: Theoretical Foundations

Current price: $63.99
Neural Network Learning: Theoretical Foundations
Neural Network Learning: Theoretical Foundations

Barnes and Noble

Neural Network Learning: Theoretical Foundations

Current price: $63.99
Loading Inventory...

Size: OS

Visit retailer's website
*Product Information may vary - to confirm product availability, pricing, and additional information please contact Barnes and Noble
This important work describes recent theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and addresses the key statistical and computational questions. Chapters survey research on pattern classification with binary-output networks, including a discussion of the relevance of the Vapnik Chervonenkis dimension, and of estimates of the dimension for several neural network models. In addition, Anthony and Bartlett develop a model of classification by real-output networks, and demonstrate the usefulness of classification with a "large margin." The authors explain the role of scale-sensitive versions of the Vapnik Chervonenkis dimension in large margin classification, and in real prediction. Key chapters also discuss the computational complexity of neural network learning, describing a variety of hardness results, and outlining two efficient, constructive learning algorithms. The book is self-contained and accessible to researchers and graduate students in computer science, engineering, and mathematics.

More About Barnes and Noble at MarketFair Shoppes

Barnes & Noble does business -- big business -- by the book. As the #1 bookseller in the US, it operates about 720 Barnes & Noble superstores (selling books, music, movies, and gifts) throughout all 50 US states and Washington, DC. The stores are typically 10,000 to 60,000 sq. ft. and stock between 60,000 and 200,000 book titles. Many of its locations contain Starbucks cafes, as well as music departments that carry more than 30,000 titles.

Powered by Adeptmind