CaculateNetvalue

说明：  一类基于奇异值分解的Lyapunov指数计算方法

recognition system for speaker identification

极好的学习资料，matlab的simulink，关于PID控制的仿真(Excellent learning materials, matlab Simulink simulation on PID control)

Conditional Restricted Boltzmann Machines for Pose Estimation

用于条带式合成孔径雷达（SAR）成像仿真的MATLAB程序，可直接运行。(MATLAB program for the strip of synthetic aperture radar (SAR) imaging simulation can be run directly.)

粒子群优化工具箱，采用Matlab编写的PSO程序工具箱(Development Notes for psopt toolbox Future plans (in no particular order): * Performance improvement: Automatically check for existence of constraints, skip boundary-checking if unconstrained. * Performance improvement: Automatically vectorize fitness functions supplied by user, if not already vectorized. * Performance improvement: Detect and eliminate dependent (i.e. redundant) linear constraints. * Performance improvement: Automatically choose "penalize" versus "soft" constraint handling method based on type of constraints in problem. If any equality constraints exist, using "penalize", otherwise default to "soft". If "soft", automatically switch to "penalize" if more than a given percentage of particles (initial or interim) are infeasible. * Feature: An output function defined by options.OutputFcns that can save current swarm state in a file which can be reloaded later as a problem structure, in case of a system crash. * Feature: Implement multiobjective optimization option)

实现交叉小波变换分析及交叉小波凝聚谱，本人亲测，可以使用(Cross-wavelet analysis and consistency analysis for the analysis of time series between the two related to the relationship between the existence and consistency.)

基于matlab的信道编码实现，包括现行分组码和循环码和卷积码，通过比较得到不同信道编码方式的性能区别(Matlab-based channel coding to achieve, including the current block codes and cyclic codes and convolutional codes, obtained by comparing the different channel coding performance difference)

田纳西伊士曼过程的数据，可以用于故障诊断方法的验证(TE process data for fault diagnosis)

基于核函数回归方法的图像去噪，图像平滑。对于图像领域的研究者有很大作用(Kernel regression method based on image denoising, image smoothing. Researchers in the field for the image plays a significant role)