Learning and Generalization
Subtitle: With Applications to Neural Networks
Edition: 2nd ed. edition
Publisher: Springer
Published: November 11, 2002
Language: eng
Format: Hardcover
Number of pages: 488
ISBN-13: 9781852333737
Subjects: Electrical engineering; Machine learning; Neural networks; Mathematics; Neural Computing; Computers - General Information; Science/Mathematics; Neural networks (Computer science); Artificial Intelligence - General; Computers / Artificial Intelligence; Fat Shattering Bounds; Mixing Process Theory; Randomised Algorithms; Technology / Engineering / Electrical; Advanced; Discrete Mathematics; Control Theory; Neural networks (Computer scie
First sentence: Ever since the advent of the "modern" digital computer about fifty years ago, many researchers have explored the possibility of using a machine to perform not merely numerical computations, but also more human-like tasks such as learning new concepts, solving problems, and so on.