Wat is dit voor site? Wij zoeken de goedkoopste boeken op internet. The Informational Complexity of Learningvonden we het goedkoopst op Bol.com voor €146.99. We hebben gezocht in nieuwe en tweedehands boeken. Rechtsonderaan de pagina kan je het boek direct bestellen via Bol .com.

The Informational Complexity of Learning

Engels | Druk: 1998 ed. | Hardcover | 9780792380818 | 224 pagina's

Partha Niyogi - 9780792380818

 

Engels | Druk: 1998 ed. | Hardcover | 9780792380818 | 224 pagina's

Among other topics, The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar brings together two important but very different learning problems within the same analytical framework. The first concerns the problem of learning functional mappings using neural networks, followed by learning natural language grammars in the principles and parameters tradition of Chomsky. These two learning problems are seemingly very different. Neural networks are real-valued, infinite-dimensional, continuous mappings. On the other hand, grammars are boolean-valued, finite-dimensional, discrete (symbolic) mappings. Furthermore the research communities that work in the two areas almost never overlap. The book's objective is to bridge this gap. It uses the formal techniques developed in statistical learning theory and theoretical computer science over the last decade to analyze both kinds of learning problems. By asking the same question - how much information does it take to learn? - of both problems, it highlights their similarities and differences. Specific results include model selection in neural networks, active learning, language learning and evolutionary models of language change. The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar is a very interdisciplinary work. Anyone interested in the interaction of computer science and cognitive science should enjoy the book. Researchers in artificial intelligence, neural networks, linguistics, theoretical computer science, and statistics will find it particularly relevant.

 

 Levertijd:   Verwacht over 6 weken

146.99

The Informational Complexity of Learning Engels | Druk: 1998 ed. | Hardcover | 9780792380818 | 224 pagina's
TaalEngels
BindwijzeHardcover
Druk1998 ed.
Verschijningsdatumnovember 1997
Afmetingen24,4 x 16,4 x 2 cm
Aantal pagina's224 pagina's
IllustratiesNee
AuteurPartha Niyogi
UitgeverSpringer
Extra groot lettertypeNee
SubtitelPerspectives on Neural Networks and Generative Grammar
Thema Subject CodeUYQ , CBX , UY , UYA



Laat hier je e-mail adres achter en de prijs die je voor het boek wil betalen. Wij laten je dan automatisch weten wanneer het boek voor jouw prijs beschikbaar is.



  Bekijk alle opties  Afrekenen  Voeg toe aan lijst 

Gerelateerde producten