Circuit Complexity and Neural Networks

by Ian Parberry

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