资源列表
Neuron
- this implementation if neurn witn java-this is implementation if neurn witn java
Shubert2D
- 一个改进的粒子群程序，用于故障诊断，故障识别率高。-An improved particle swarm program, used for fault diagnosis, fault recognition rate is high.
BP_04
- 一个简单的BP神经网络程序，不用Matlab工具箱-A Simple BP neural network program, not Matlab toolbox
LMS_algorithm
- LMS算法训练ADALINE神经网络，解决TGF分类问题-LMS algorithm ADALINE neural network trained to solve the problem of TGF classification
CMAC1
- 利用小脑模型神经网络对函数进行逼近，逼近函数为正弦函数。-The function is approximated by the cerebellar model neural network, and the function is the sine function.
PSO
- 一个matlab程序利用PSO求解复杂函数的最值问题-A matlab program using PSO to solve the problem of complex functions of most value
chi2test
- Chi Square Test for Independence: calculuate the chi square of a vector and the critical value.-Chi Square Test for Independence : calculuate the chi square of a vector and the Kearns Dept.of value.
GA
- 进化遗传算法的一种解决方法 比较实用 可以下载直接使用-An evolutionary algorithm more practical solutions can be downloaded directly
perceptron-approach
- 感知器算法vc实现， 感知器算法vc实现-Perceptron Algorithm vc implementation, perception algorithm vc implementation, perception algorithm to achieve vc
BP
- BP神经网络的数据分类-语音特征信号分类-Case 1 to the BP neural network of data classification-voice characteristic signal classification
logistic_regression
- 利用逻辑回归实现二分类的matlab程序。随机生成训练样本，利用梯度下降法进行训练，并且在样本图上画出了分类边界。-Logistic regression for binary classification matlab procedures. Randomly generated training samples, the training using the gradient descent method, and is shown in Figure on the sample class
cnnsetup
- 建立一个深度卷积神经网络，该函数用于初始化神经网络的参数-Establish a depth of convolution neural network, this function is used to initialize the parameters of the neural network