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The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar
Partha Niyogi
€ 127.30
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Description for The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar
paperback. Num Pages: 224 pages, biography. BIC Classification: CF; UYQ. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 13. Weight in Grams: 391.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer United States
Number of pages
224
Condition
New
Number of Pages
224
Place of Publication
New York, NY, United States
ISBN
9781461374930
SKU
V9781461374930
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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