Artificial Neural Networks and Their Integrated Application Technologies

Author: Zhong Luo
Publisher:
Publish Date: 2007-01-01
Features: This book systematically discusses the relevant theories and research progress in neural networks and their integrated application technologies, mainly including: the development trends of neural networks, the basic theories, basic structures, and learning algorithms of common feedforward neural networks, feedback neural networks, self-organizing neural networks, and quantum neural network models. It also covers the integration methods and applications of neural networks with genetic algorithms, grey systems, and fuzzy logic. During the writing process of this book, the author emphasizes both fundamental theories and systematicity while also highlighting the latest research achievements in this field, including some results obtained by the author in recent years on neural networks, especially their integrated technologies. This book is suitable for science and technology workers engaged in the research, application, and integration of intelligent technologies, and can also serve as a textbook for graduate students and senior undergraduate students in related fields such as computer science, electronic technology, automatic control, and systems engineering.