Loading Inventory...

Neural Network Learning by Martin Anthony, Hardcover | Indigo Chapters

From Martin Anthony

Current price: $170.95
Neural Network Learning by Martin Anthony, Hardcover | Indigo Chapters
Neural Network Learning by Martin Anthony, Hardcover | Indigo Chapters

From Martin Anthony

Neural Network Learning by Martin Anthony, Hardcover | Indigo Chapters

Current price: $170.95
Loading Inventory...

Size: 1 x 1 x 1

Visit retailer's website
*Product information may vary - to confirm product availability, pricing, shipping and return information please contact Coles
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. | Neural Network Learning by Martin Anthony, Hardcover | Indigo Chapters

More About Coles at Bayshore Shopping Centre

Coles is renowned for its outstanding customer service and great selection of books. Along with the vast array of magazines, stationary, audio-books, children's literature, fiction, non-fiction and reference books, you can find accessories to make your reading experience more pleasurable. We can recommend the very best in reading today. We will help you search our titles for exactly what you need, and if we do not have it in stock, we will order it for you.

100 Bayshore Dr, Nepean, ON K2B 8C1, Canada

Powered by Adeptmind