The-first-matlab-exercise

这是回声状态神经网络的源代码，很难找的哦！！！！！！！！！！！！(This is the echo state neural network source code)

说明：  定义一个描述X，Y坐标系中点的结构体，并编写判断平面中任意给定的三个点是否在同一直线上的程序。(A description of the definition of X, Y coordinates of the midpoint of structure, and to prepare to judge any given plane is the three points along the same line of procedure.)

杨氏干涉仪之光谱扩展时条纹图样仿真（MATLAB） 杨氏干涉仪之光谱扩展时条纹图样仿真（MATLAB）(无)

smooth different is types of filter for DSP in matalb

说明：  SVDD 是一种重要的数据描述方法, 它能够对目标数据集进行超球形描述, 并可用于异类点检测或分类. 在现实生活中目标数据集通常包含多个样本类, 且需要同时对每一个样本类进行超球形描述。(SVDD is an important data description method, which can describe the hypersphere of the target data set, and can be used for the detection or classification of heterogeneous points. In real life, the target data set usually contains multiple sample classes, and needs to describe each sample class at the same time.)

this code implement a new face recognition method

以实际所测随机中子脉冲数据的自相关函数为研究对象，借助仿真实验，开展Elman神经网络对不同浓度核材料进行识别的研究。在实测数据的基础上，通过叠加随机噪声，模拟产生了不同浓度核材料的相关函数样本用于神经网络的训练与测试，实验结果表明，(Calculating the stochastic neutron pulse autocorrelation function with the actually measured data as the research object, we carry out different simulate experiments in concentration identification of varied nuclear materials using Elman neural network. Superimposing random noise on the measured data, we get correlation function samples simulating the different concentrations of nuclear material for training and testing the neural network.)

说明：  建立线路，实现线路在各种短路故障下短路点和母线处电压电流关系(The voltage current relationship between the short-circuit point and the bus bar is realized under various short-circuit faults)

说明：  太阳能发电，用于光伏并网的逆变器设计，很好用，PI调节，闭环(Solar power for grid-connected solar inverter design, easy to use, PI regulation, closed loop)

DESIGN OF A NEURAL PREDICTIVE CONTROLLER FOR NONHOLONOMIC MOBILE ROBOT BASED ON POSTURE IDENTIFIER