konvolusi5x5

说明：  matlab应用于神经网络：利用BP算法及Sigmoid函数，研究函数的逼近问题。(matlab applied to neural networks: the use of BP algorithm and Sigmoid function is to study the function approximation problem.)

Prim algorithm greedy technique

实现一个初始结点为3，最终结点为N的无标度网络，输出数据位邻接矩阵(It s out is a adistance matrix of a free-scale network which initial points is 3 and final points is N )

emd去噪，不同于小波去噪，去噪效果比小波还要好，能够反映数据的最基本特点。(emd de-noising, unlike wavelet de-noising, even better than the wavelet denoising effect, to reflect the basic characteristics of the data.)

pca故障检测可用于TE过程数据故障检测(pca fault detection Pca fault detection can be used for TE process data fault detection)

一段小波变换程序，演示了小波变换的具体步骤(Wavelet transform for some procedures, to demonstrate the concrete steps of wavelet transform)

基于人工神经网络的常用数字信号调制，OaqknCC参数是学习PCA特征提取的很好的学习资料，使用混沌与分形分析的例程，滤波求和方式实现宽带波束形成，OkSbLOU条件利用matlab GUI实现的串口编程例子，BP神经网络用于函数拟合与模式识别。( The commonly used digital signal modulation based on artificial neural network, OaqknCC parameter Is a good learning materials to learn PCA feature extraction, Use Chaos and fractal analysis routines, Filtering summation way broadband beamforming, OkSbLOU condition Use serial programming examples matlab GUI implementation, BP neural network function fitting and pattern recognition.)

说明：  设计滤波器：设定10个零点，计算出多项式系数，作为滤波器系数； 取出绝对值较大的一半零点，重新设计滤波器；用剩下的绝对值较小的一半零点，重新设计滤波器。(Design a filter: Set of 10 zeros, calculate the polynomial coefficients as filter coefficients remove the larger half of the absolute value of zero, re-design filter with the remaining half of the smaller absolute zero, re-design filter.)

完美非均匀质量载荷压电薄膜，这是一个MATLAB程序，可以运行。(Perfect non-uniform mass loading piezoelectric film, which is a MATLAB program that can run.)

随机共振作出SNR信噪比随噪声强度变化的曲线(matlab code for stochastic resonance！used for plotting the figure about SNR versus D（noise strength）)