Neural Network

Author: (IN) Kumar
Publisher:
Publish Date: 2006-08-01
Features: This book starts from both theoretical and practical applications, comprehensively and systematically introducing the basic models, methods, and techniques of neural networks, covering topics such as neuroscience, statistical pattern recognition, support vector machines, fuzzy systems, soft computing, and dynamic systems. The book conducts in-depth research on various basic models of neural networks and provides a comprehensive and integrated introduction to the new development trends and major research directions in neural networks. Each chapter includes numerous examples and exercises, offering practical application examples and detailed MATLAB code for all models, making it an excellent textbook for neural networks. This book is suitable as a textbook for graduate students or senior undergraduate students in relevant fields, as well as a reference for researchers in neural networks.