资源列表
Matlab
- 主要是用来解决在神经网络中存在的过拟合问题，实例是在工业过程中用神经网络进行故障诊断的例子-Is mainly used to solve the existed neural network overfitting, it is an example of an instance in industrial processes using neural network fault diagnosis
forecasting-of-groundwater-example
- 《MATLAB神经网络原理与实例精解》一书配套的径向基网络预测地下水位示例，含有完整注释。- MATLAB network principles and examples of fine nerve Solutions, a book supporting the radial basis function network forecasting of groundwater example, contains the complete comment.
random-nerve
- 《MATLAB神经网络原理与实例精解》一书配套的随机神经网络程序示例，含有完整注释。-Network Program Example MATLAB network principles and examples of fine nerve Solutions, a book supporting random nerve, contains the complete comment.
Radial-Basis-Function-Network
- 《MATLAB神经网络原理与实例精解》一书配套的径向基神经网络程序示例，含有完整注释。- MATLAB network principles and examples of fine nerve Solutions, a book supporting the radial basis neural network program example, contains the complete comment.
MATLAB-entry-procedures
- 《MATLAB神经网络原理与实例精解》一书配套的入门程序示例，含有完整注释。- MATLAB network principles and examples of fine nerve Solutions, a book supporting the entry procedures example, contain full notes.
linear-neural-network
- 《matlab神经网络原理与实例精解》一书线性神经网络配套讲解程序，含有完整注释。-Matlab network principles and examples of fine nerve Solutions, a book supporting the linear neural network to explain the program, containing the complete comment.
Two-dimensional-function-modeling
- 非线性建模方法可以采用BP神经网络或者ANFIS等方法-Nonlinear modeling method can be used BP neural network or ANFIS and other methods
Astar-to-solve-TSP
- A* 算法的一个应用，货郎担（旅行商）问题。设有n个城市，城市之间均有道路，一个旅行商从某城市出发，经过其余n-1个城市一次且仅一次，最后回到出发的城市，他如何走才能使他所走的路程最短？-Traveling salesman problem and the optimal solution
FruitES
- 小型的水果专家系统，用prolog实现专家系统程序-Small fruit classification system
HMM-isolated-word-speech-recognition
- 一种基于隐马尔科夫模型的孤立词的的语音识别实验，可以试验0到9的数字语音识别。-An isolated word speech recognition experiment based on the hidden Markov model, can test 0 to 9 digit speech recognition.
sparseAutoencoder
- 关于神经网络中稀疏自编码的原理说明，该资料为英文原文-The principle of sparse self coding on the neural network, the information is in English
Word2VEC
- 从Word2vec训练好的语料中提取余弦距离-The cosine distance is extracted the corpus of Word2vec training.