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Více informací o knize Neural Networks and Intellect

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• Anotace
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Anotace knihy

This is a textbook for courses commonly called neural networks in departments of computer and information science. This unique neural network book will describe novel architectures and learning mechanisms of model-based neural networks that utilize and intriguing concept of an internal "world" model. This concept combines a prior knowledge of models with adaptive learning and addresses the most perplexing problems in the fields of neural networks: fast learning androbust generalization. The author provides an overview of neural networks and artificial intelligence fields, relating hundreds of seemingly disparate techniques to several basic mathematical concepts. He then analyzes fundamental computational concepts of major neural network paradigms, andrelates them to concepts of mind in philosophy, pschology, and linguistics. Relationships of these mathematical concepts to the concepts of philosophy will help students and researchers determine the directions of future research. This book can also be used as a supplementary text in a graduate course on Neural Networks.

Parametry knihy

Zařazení knihy Knihy v angličtině Society & social sciences Psychology Psychological theory & schools of thought

• Plný název: Neural Networks and Intellect
• Autor: Perlovsky, Leonid (Chief Scientist, Nicholas Research Corporation)
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 496
• EAN: 9780195111620
• ISBN: 9780195111620
• ID: 06545156
• Nakladatelství: Oxford University Press Inc
• Hmotnost: 1034 g
• Rozměry: 246 × 198 × 24 mm
• Datum vydání: 23. November 2000

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