Optimization_Genetic_Algorithm_and_Direct_Search

脑电睡眠分期svm分类器，可用于家庭监测人的睡眠(SVM classifier for electroencephalogram sleep staging)

该工具箱主要功能：显示心电信号，分析心电信号中的outlier(ECG signal display，ECG signal analysis)

本MATLAB代码主要用于EEG脑电信号预处理和单次提取(Single extraction of EEG EEG signal)

可以用FFT频谱对脑电信号进行提取。我们可以利用提取出的各个波段脑电信号，来诊断一些脑部疾病或者对大脑组织的电活动及大脑的功能状态进行分析。 1.将实验测得的脑电数据文件转换为文本文件(已经过50Hz陷波)， 获得在Matlab 平台上可直接使用的脑电信号数据，即0661.txt。 2.在Matlab中导入数据，并提取Fp1通道的脑电信号，通过FFT变换对α，β，θ，δ波段进行提取，并做FFT逆变换变到时域。 3.计算各个波段的功率谱。(FFT spectrum can be extracted on EEG. We can use the extracted EEG each band to diagnose some brain disorders or brain tissue on the brain' s electrical activity and functional status were analyzed. One would experimentally measured EEG data file into a text file (has been 50Hz notch), obtained in Matlab platform can be used directly EEG data, that 0661.txt. (2) import data in Matlab and extract Fp1 channel EEG by FFT transform α, β, θ, δ bands were extracted, and do FFT inverse transform variable to the time domain. 3 calculate the power spectrum of each band.)

在介绍非线性动力学现代理论中的混沌理论的基础上 综述了混沌理论及其方法在脑 电 心电及肌电等医学信号处理中的应用 并展望了它们的发展趋势 旨在推进非线性分析方法在生物医学中的研究和应用(In introducing the modern theory of nonlinear dynamics of chaos theory, based on an overview of chaos theory and its method in EEG and EMG and other ECG medical signal processing applications and prospects of their development trends aimed at promoting non-linear Analysis Method in Biology and Medicine Research and Application)

说明：  TCGA数据合并 Merge-putFilesToOneDir.zip(TCGA data Merge-putFilesToOneDir.zip)

gmsk的调制哦与解调的MATLAB程序(Oh GMSK modulation and demodulation of the MATLAB program)

人脸识别2DPCA代码，MATLAB写的。(code written in MATLAB.)

使用阈值法对脉搏信号的峰值进行提取，并且通过提取信号的峰值求脉搏信号的周期，并且简单判断脉搏信号的峰值是否可用。(Useing Threshold to extrack the peak of the pulse signal extraction, and determine the peak of the pulse signal whether is not available.)

Fingerprint Verification SDK 包涵： 指纹特征提取和识别算法 指纹扫描仪支持模块 编程例子 SDK 文档 (Fingerprint Verification SDK contains: * Fingerprint feature extraction and matching algorithm * Support modules for fingerprint scanners * Programming samples * SDK documentation Programming samples Fingerprint Verification SDK allows developers to use a wide range of programming languages in a development environment of their choice to create applications. The SDK includes programming samples in different languages for guiding the developers of biometric applications: * C++ * C# * Visual Basic .NET * Visual Basic 6 * Sun Java 2 * Delphi 7 )