Circuit Complexity and Neural Networks
(Part of the Foundations of Computing Series)
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Neural networks usually work adequately on small problems but can run into trouble when they are scaled up to problems involving large amounts of input data. Circuit Complexity and Neural Networks addresses the important question of how well neural networks scale - that is, how fast the computation time and number of neurons grow as the problem size increases. It surveys recent research in circuit complexity (a robust branch of theoretical computer...
Format:Hardcover
Language:English
ISBN:0262161486
ISBN13:9780262161480
Release Date:January 1994
Publisher:Mit Press
Length:306 Pages
Weight:1.60 lbs.
Dimensions:0.9" x 7.3" x 9.4"
Age Range:18 years and up
Grade Range:Postsecondary and higher
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