MMSE

说明：  运用龙格库塔算法求解朗之万方程，进而实现随机共振系统(The use of Runge-Kutta algorithm for solving Langevin equation, and then the realization of stochastic resonance systems)

说明：  16QAM通信系统的Matlab仿真实现(16QAM Matlab Simulation)

说明：  一个双向LSTM程序 Long Short Term 网络—— 一般就叫做 LSTM ——是一种 RNN 特殊的类型，可以学习长期依赖信息。LSTM 由Hochreiter & Schmidhuber (1997)提出，并在近期被Alex Graves进行了改良和推广。在很多问题，LSTM 都取得相当巨大的成功，并得到了广泛的使用。 LSTM 通过刻意的设计来避免长期依赖问题。记住长期的信息在实践中是 LSTM 的默认行为，而非需要付出很大代价才能获得的能力！ 所有 RNN 都具有一种重复神经网络模块的链式的形式。在标准的 RNN 中，这个重复的模块只有一个非常简单的结构，例如一个 tanh 层。(A bidirectional LSTM program Long short term network, commonly known as LSTM, is a special type of RNN that can learn long-term dependent information. LSTM was proposed by Hochreiter & schmidhuber (1997) and recently improved and promoted by Alex graves. In many problems, LSTM has achieved great success and has been widely used. LSTM is designed to avoid long-term dependency. Remember that long-term information is the default behavior of LSTM in practice, not the ability to acquire it at a great cost! All RNNs have a chained form of repetitive neural network modules. In the standard RNN, this repetitive module has only a very simple structure, such as a tanh layer.)

说明：  包含波束形成的仿真，五种阵列波束：线阵，主瓣偏移线阵，切比雪夫加权的线阵，圆阵，平面阵(Beamforming simulation contains five arrays beam: linear array, the main valve offset linear array, weighted Chebyshev linear array, circular array, planar array)

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仿真软件程序，MATLAB的使用说明，可以用于系统仿真时参考。(simulation software program, the use MATLAB, can be used for system simulation reference.)

说明：  两个改进的EM算法，虽然比Matlab自带的运行速度慢，但更易理解算法的原理(Two improved EM algorithm, although more than Matlab s own slow, but easier to understand the principles of algorithm)

this a variation of wavread displayed in matlab this a variation of wavread displayed in matlab this a variation of wavread displayed in matlab this a variation of wavread displayed in matlabthis a variation of wavread displayed in matlab

matlab编程(模糊控制编程、隶属度函数)(matlab programming (Fuzzy control programming, membership function))

《精通MATLAB GUI设计》的光盘内容，丰富的示例，够你学的了(" Mastering MATLAB GUI design" CD-ROM content, rich examples, enough for you to learn.)