这方面书已经很多，不知道你是想实施在什么场合，随便推荐你3本系统和理论性比较强的吧
1）
Neural Networks and Learning Machines (3rd Edition) by Simon O. Haykin  2008
936 pages, Publisher: Prentice Hall; 3 edition (November 28, 2008), ISBN-10: 0131471392
2）
Neural Network Learning: Theoretical Foundations by Martin Anthony (Author), Peter L. Bartlett (Author)
404 pages, Publisher: Cambridge University Press; 1 edition (August 20, 2009)
3）
Fundamentals of Artificial Neural Networks by Mohamad Hassoun (Author)
511 pages, Publisher: A Bradford Book (January 1, 2003)
ISBN-10: 0262514672

机械工业出版社，《神经网络设计》戴葵翻译的，非常经典。是我看的神经网络里最好的一本！