Neural_network_theory

通过matlab用两种方法实现主成分分析(Matlab two ways, through the achievement of principal component analysis)

This is a book about coding in SIMULINK matlab

hdb3编译码程序。能实现对20位随机序列的hdb3编码和译码，以及对应功率谱密度的显示。(hdb3 codec and decodec program. It can codec and decodec the realitive 20 bits in hdb3 rule. And display the realitive power denty.)

用假邻近法（FNN）计算嵌入维数，用于计算关联维数等(With fake neighboring France (FNN) embedding dimension is calculated for calculating the correlation dimension, etc.)

MATLAB 编程有助于初学者进行学习，了解以及相应的运用(MATLAB programming will help beginners to learn, understand, and use of appropriate)

matlab eye recognition system source code

说明：  三种适合循环平稳信号的处理源生物信号，各自信号存在有独立性(Three biomedical source signals)

说明：  集合规划方法用于实时嵌入式系统中周期分配，可以有效提高实时系统的实时性。(Collection of real-time embedded systems programming method for distribution in the cycle, can improve the real-time systems in real time.)

analyze data association algorithms (Nearest Neighbour and JCBB) in SLAM. Data association is basically a combinatorial optimization problem whose goal is to find the “best” set of associations between the observations and predictions according to a particular criterion (e.g. individual compatibility). Form this point of view, near- est neighbour (NN, a.k.a. ML) is simply a “greedy” algorithm in which the “compatibility” of individual associations with each other is not examined. On the contrary, JCBB, by considering both the individual and joint compatibility, is able to yield much better results. JCBB uses the branch and bound technique in order to prune the search tree

用matlab完成高斯回归过程，运用hyperparameter对covriance进行选择(Matlab complete regression with Gaussian process, the use of hyperparameter selection covriance)