Handbook of Neural Computation

ISBN: 9780750303125 出版年：2020 页码：1,094 CRC Press

From the Publisher: A hands-on guide to the design and implementation of neural networks -- A comprehensive source of reference for all neural network users, designers and implementers -- Provides an information pathway between scientists and engineers in different disciplines who apply neural networks to generically similar problems -- Offers access to timely information in a rapidly changing field -- World Wide Web access to the complete handbook available free to electronic edition subscribers In recent years, neural computation has developed from a specialized research discipline into a broadly based and dynamic activity with applications in an astonishing variety of fields. Many scientists, engineers and other practitioners are now using neural networks to tackle problems that are either intractable or unrealistically time consuming to solve through traditional computational strategies. The inaugural volume in the Computational Intelligence Library provides speeedy dissemination of new ideas to a broad spectrum of neural network users, designers and implementers. Devoted to network fundamentals, models, algorithms and applications, the work is intended to become the standard reference resource for the neural network community. As the field expands and develops, leading researchers will report on an analyze promising new approaches. In this way, the Handbook will become an evolving compendium on the state of the art of neural computation. Available in loose-leaf print form as well as in an electronic edition that combines both CD-ROM and on-line (World Wide Web) access to its contents, the Handbook of Neural Computation is available on a subscription basis, with regularly publishedsupplements keeping readers abreast of late-breaking developments and new advances in this rapidly developing field.