Limitations and Future Trends in Neural Computation: v. 186 (NATO Science Series: Computer & Systems Sciences) [Hardcover] Ablameyko, S.; Gori, M.; Goras, M. and Piuri, V.

Editor

SAGE Publications Ltd

Fecha de publicaci�n

2006

Idioma

Ingl�s

ISBN 10

1586033247

ISBN 13

9781586033248

Encuadernaci�n

Encuadernaci�n de tapa dura

Estado

Fine

Cat�logos de vendedores

Acerca de

Sinopsis

This work reports critical analyses on complexity issues in the continuum setting and on generalization to new examples, which are two basic milestones in learning from examples in connectionist models. The problem of loading the weights of neural networks, which is often framed as continuous optimization, has been the target of many criticisms, since the potential solution of any learning problem is limited by the presence of local minimal in the error function. The notion of efficient solution needs to be formalized so as to provide useful comparisons with the traditional theory of computational complexity in the discrete setting. It also covers up-to-date developments in computational mathematics.

De la contraportada

This book reports critical analyses on complexity issues in the continuum setting and on generalization to new examples, which are two basic milestones in learning from examples in connectionist models. The problem of loading the weights of neural networks, which is often framed as continuous optimization, has been the target of many criticisms, since the potential solution of any learning problem is severely limited by the presence of local minimal in the error function. The maturity of the field requires to convert the quest for a general solution to all learning problems into the understanding of which learning problems are likely to be solved efficiently. Likewise, the notion of efficient solution needs to be formalized so as to provide useful comparisons with the traditional theory of computational complexity in the discrete setting. The book covers these topics focussing also on recent developments in computational mathematics, where interesting notions of computational complexity emerge in the continuum setting.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

In the centre of the picturesque Market Town of Hay-on-Wye, UK; we serve the British and International Book Trades 364 days per year. Whilst always caring for individual requirements we buy and sell entire collections and libraries and efficiently dispatch large consignments to your door, whether you are a collector, a shop, a university, or a school. Vist our Online Shop at http://www.hayonwyebooksellers.com

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

Hay-on-Wye Booksellers
14 High Town, Hay-on-Wye, HR3 5AE, United Kingdom

Condiciones de venta y env�o

Condiciones de venta

Mastercard, Visa, VisaDelta, Electron, Switch, Solo, cards accepted. Also cash and Sterling Checks (GBP Cheques). If you wish to pay via Switch/Maestro please ensure you enter in the start date and the issue number in the shopping basket. Alternatively you can enter in the information in the special intrusions field during the shopping basket.

Derecho a cancelaci�n

Condiciones de env�o

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.

Tarifas de env�o de Reino Unido a Estados Unidos de America

Tarifas de env�o de Reino Unido a Estados Unidos de America
Cantidad del pedido	De 19 a 31 d�as h�biles	De 19 a 29 d�as h�biles
Primer art�culo	EUR 75.17	EUR 115.65

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.