Neural Networks and Statistical Learning

• Main Authors: Du, Ke-Lin (Author, http://id.loc.gov/vocabulary/relators/aut), Swamy, M. N. S. (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2019.
• Edition: 2nd ed. 2019.
• Subjects: Neural networks (Computer science) .; Computational intelligence.; Artificial intelligence.; Pattern recognition.; Signal processing.; Image processing.; Speech processing systems.; Mathematical Models of Cognitive Processes and Neural Networks.; Computational Intelligence.; Artificial Intelligence.; Pattern Recognition.; Signal, Image and Speech Processing.

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercise...