第10章 随机神经网络

Histogram Equalization

把已知的时域信号进行傅里叶变换在频域上显示。(If you are running a lot of time based simulations, often you will want to see the frequency response. Here is a function that may help.)

遗传算法优化BP神经网络，优化神经网络的初始权值和阈值(Genetic algorithm optimizes the BP neural network and optimizes the initial weights and thresholds of the neural network.)

说明：  地震下结构碰撞问题，结构模态分析与虚拟激励法程序(Seismic structure of the collision problem, structure modal analysis procedure with the virtual excitation method)

多分辨率平滑图像去噪算法的例程,主要包括小波域的sar图像处理算法（matlab）(Multi-resolution image denoising smoothing algorithm routines, including wavelet domain sar image processing algorithms (matlab))

DCT 音频水印 嵌入与提取 并进行攻击 (DCT SHUIYIN CHENGXU)

非常不错的书籍，《微粒群算法》供8章和2个附录，依次上传第5章(Very good books, Particle Swarm Optimization for Chapter 8 and Appendix 2, followed by From Chapter 5)

全书包含 390 多个计算范例。所有算例的程序是可靠、完整的。读者可以在自己的MATLAB 环境中 完全准确地重现本书所提供的算例结果。算例的举一反三，将使读者很快掌握要领，从模仿走向灵活应用。(Book contains more than 390 examples of the calculation. Examples of all the procedures are reliable and complete. Readers in their own MATLAB environment completely and accurately reproduce the book provided by the results of numerical example. An example of giving top priority, will allow readers to quickly grasp the essentials, from imitation to creative use.)

该软件可以利用鼠标在模型窗口上绘制出所需要的控制系统模型。(The software can use the mouse in the model window to map out the necessary control system model.)

说明：  核极限学习机是一种单隐层前馈神经网络(the single-hidden layer feedforward neural networks,SLFNs),其只需要设置隐藏层节点数,然后采用最小二乘法计算出权值即可。因此,核极限学习机在学习速度和泛化能力上具有很大优势。(Kernel limit learning machine is a single hidden layer feedforward neural networks (slfns). It only needs to set the number of hidden layer nodes, and then use the least square method to calculate the weight. Therefore, the kernel limited learning machine has a great advantage in learning speed and generalization ability.)