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HandWritingRecognition
recognition of handwriting that implement with matlab and neutral network.
- 2009-09-24 03:02:28下载
- 积分：1
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source
白噪声 –单位冲激信号 –正弦信号 –方波信号 –三角波信号 功率谱(White Noise- unit impulse signal- sinusoidal signal- a square wave signal- triangular wave signal power spectrum)
- 2013-10-29 17:47:43下载
- 积分：1
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adaboost
AdaBoost元算法属于boosting系统融合方法中最流行的一种，说白了就是一种串行训练并且最后加权累加的系统融合方法。
具体的流程是：每一个训练样例都赋予相同的权重，并且权重满足归一化，经过第一个分类器分类之后，
计算第一个分类器的权重alpha值，并且更新每一个训练样例的权重，然后再进行第二个分类器的训练，相同的方法.......
直到错误率为0或者达到指定的训练轮数，其中最后预测的标签计算是各系统*alpha的加权和，然后sign（预测值）。
可以看出，训练流程是串行的，并且训练样例的权重是一直在变化的，分错的样本的权重不断加大，正确的样本的权重不断减小。
AdaBoost元算法是boosting中流行的一种，还有其他的系统融合的方法，比如bagging方法以及随机森林。
对于非均衡样本的处理，一般可以通过欠抽样(undersampling)或者过抽样(oversampling)，欠抽样是削减样本的数目，
过抽样是重复的选取某些样本，最好的方法是两种进行结合的方法。
同时可以通过删除离决策边界比较远的样例。
(AdaBoost boosting systems dollar fusion algorithm is the most popular one, it plainly systems integration approach is a serial train and final weighted cumulative.
Specific process is: Each training example is given equal weight, and the weights satisfy normalization, after the first classifiers after
Calculating a first classifier weights alpha value for each sample and updates right weight training, and then the second classifier training, the same way .......
0, or until the specified error rate training rounds, wherein the label is the calculation of the final prediction system* alpha weighted and then sign (predicted value).
As can be seen, the training process is serial, and weight training examples is always changing, the right of the wrong sample weight continued to increase, the right to correct sample weight decreasing.
AdaBoost algorithm is an element, as well as other methods of boosting popular systems integration, such as bagging and random forest method.
For )
- 2014-07-09 19:24:29下载
- 积分：1
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GaussianMixtureModel_2
解决了带有time index高斯混合模型的状态估计问题(An estimation technique for Time Indexed Gaussian Mixture Models)
- 2013-10-10 20:24:11下载
- 积分：1
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fBm_matlab
这是一个关于建立分数布朗信号的Matlab程序。(Create Fractional Brownian Signal.)
- 2009-05-18 12:52:51下载
- 积分：1
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UltraEasyFBMC
FBMC code for wireless communications
- 2014-08-28 18:33:52下载
- 积分：1
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DSP
实验一 离散时间信号的时域表示
实验二 离散时间系统的时域表示
实验三 离散时间序列的傅立叶变换
实验四 Z变换
实验五 离散傅立叶变换
实验六 数字滤波器的结构
实验七 IIR数字滤波器设计
实验八 FIR数字滤波器设计
实验九 DSP实现(Experiment a discrete-time signal in the time domain representation
Experiment two discrete-time time-domain representation of the system
Experiment three discrete Fourier transform of the time series
Experiments four Z-transform
Experimental five discrete Fourier transform
Six experimental digital filter structure
Experiment 7 IIR digital filter design
Experiments eight FIR digital filter design
Experiments nine DSP implementation)
- 2014-12-24 20:45:07下载
- 积分：1
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MPC1
MPC for MIMO SYSTEM
- 2020-08-16 10:08:26下载
- 积分：1
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TwoPointModulation_CP4FSK
两点调制信号源的MATLAB生成，调制方式为CP4FSK，输出两路幅度可调的两点调制型号源(Two modulation signals to generate MATLAB sources, modulation for CP4FSK, the output rate of two-way adjustable two-point modulation type source)
- 2007-10-16 14:44:34下载
- 积分：1
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swelden
在matlab环境下，实现了用sweldens算法对一维信号作分解和重构的程序(In the matlab environment, achieved by sweldens algorithm for one-dimensional signal decomposition and reconstruction procedure)
- 2007-12-24 15:08:03下载
- 积分：1
