A-Tutorial-on-Energy-Based-Learning

说明：  海浪谱matlab的仿真程序,在不同风速下对PM海浪谱进行仿真。(Wave spectrum matlab simulation program, the PM under different wind wave spectrum simulation.)

在matlab平台上实现了迭代最近点算法（ICP），功能齐全(a full-featured iterative closest point algorithm (ICP) achieved On matlab platform successfully)

基于核主元分析（KPCA）的工业过程故障检测，代码已优化，运行效率高，有详细的注释，附有训练数据和测试数据。(Achieves fault detection of industrial processes based on Kernel Principal Component Analysis (KPCA); the code has been optimized for high operational efficiency; detailed notes are attached with training data and test data.)

测试IIR滤波器的单位冲激响应曲线； 检查IIR滤波器的频率特性。 (IIR filter testing unit impulse response curve check IIR filter frequency characteristics.)

main executing reference usage: usage_overlayColoredBorders_Images.m The objective is to illustrate overlaying of 2 RGB images. Multiple images may be overlay 1 over the other as well.

说明：  一个关于遗传算法的例子，亲测有效。在理解算法实现基础上就可以很好理解代码啦，主程序直接运行gamain就可以了。(An example of genetic algorithm is given, which is effective. On the basis of understanding the implementation of the algorithm, we can understand the code very well. The main program can run gamain directly.)

说明：  用matlab 7.0 adaptse函数完成的 基于lms的自适应滤波器(Done with matlab 7.0 adaptse function of the adaptive filter based lms)

已知{ n x }={1，1/2},求复倒谱xˆ (n)和倒谱c(n)。(Known {nx} = {1, 1/2}, seeking complex cepstrum x (n) and the cepstrum c (n).)

差分进化算法matlab源代码用于寻找函数极小值，附有多个测试函数(Differential evolution algorithm matlab source code used to find the minimum function, with multiple test functions)

这个源码是最小二乘法在Matlab上应用的一个例子，可供大家参考(This source is the least squares method in the Matlab application of an example for your reference)