Neural Networks - A Comprehensive Foundation

使用神经网络进行预测，有BF，FF，GRNN，RBF网络等，

For those entering the field of artificial neural networks, there has been an acute need for an authoritative textbook that explains the main ideas clearly and consistently using the basic tools of linear algebra, calculus, and simple probability theory. There have been many attempts to provide such a text, but until now, none has succeeded. Some authors have failed to separate the basic ideas and principles from the soft and fuzzy intuitions that led to some of the models as well as to most of the exaggerated claims. Others have been unwilling to use the basic mathematical tools that are essential for a rigorous understanding of the material. Yet others have tried to cover too many different kinds of neural network without going into enough depth on any one of them. The most successful attempt to date has been "Introduction to the Theory of Neural Computation" by Hertz, Krogh and Palmer. Unfortunately, this book started life as a graduate course in statistical physics and it shows. So despite its many admirable qualities it is not ideal as a general textbook.

原书名：《Make Your Own Neural Network》，作者Tariq Rashid，现在csdn都是怎么了，一个资源要18C币，实在看不过去有些人为一己之利漫天要价！！！

MATLAB Neural Network Toolbox官方教程，包含入门教程，用户手册和参考手册

Single-Shot Refinement Neural Network for Object Detection论文翻译，纯手工

滚动轴承的故障检测、分类源代码，且配合有word版大报告。图文并茂 具体做的内容是： 针对滚动轴承这种非平稳振动信号采用的小波包分解的方法来检测故障的存在，运用神经网络来实现故障的分类，还结合D-S理论融合了多个传感器的诊断结果，提高了故障诊断的准确性并通过实验仿真证实。

这是关于神经编码原理的电子书，高清，最新版本，经典著作，英文版

The wake-sleep algorithm for unsupervised neural networks 作者Hinton，提出Helmholtz机和wake-sleep算法

Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence，非常有用的资料