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Description: 应用连续小波变换对脑机接口（BCI）信号处理，进入神经网络分类，包括BP网络和LVQ网络-continuous wavelet transform application of brain-machine interfaces (BCI) signal processing, neural network access classification, BP network including network and LVQ
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Size: 1796096 |
Author: zhangyuqi |
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Description: Matlab source for blind classification of EEG data (BCI competition II data set IV)
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Size: 2823168 |
Author: sirali |
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Description: this program is utility program for discrimination criteria in channel selection of BCI system based on F_Score criterion.
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Size: 2048 |
Author: majid |
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Description: 在目前以运动想象为基础的脑机接口(Brain-Computer Interfaces, BCI)系统中，共同空间模式(Common Spatial Patterns, CSP)方法作为一种有效的处理方法被广泛使用。本程序实现了基本的CSP算法。-failed to translate
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Size: 3072 |
Author: 黄淦 |
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Description: 用MATLAB做的Fisher线性分类器，处理脑电信号，数据为bci竞赛数据-MATLAB to do with Fisher linear classifier, EEG signal processing, data race data for the bci
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Size: 8154112 |
Author: 王振亚 |
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Description: 脑电信号处理所用的TOOLBOX,MATLAB-Based Tools for BCI Research-BRAIN WAVE BCI
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Size: 1210368 |
Author: 梁明 |
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Description: BCI2008竞赛的数据集说明，对下过该数据集的研究者帮助甚大，这也是国际最新的BCI竞赛数据-BCI2008 competition data set shows the data for the next set of researchers have contributed greatly, and this is the latest international BCI competition data
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Size: 198656 |
Author: yang |
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Description: matlab code for DSLVQ
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Size: 1024 |
Author: jojo |
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Description: matlab code for frequency search method
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Size: 1024 |
Author: jojo |
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Description: matlab code for morlet transform
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Size: 1024 |
Author: jojo |
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Description: matlab code foe wavelet packet
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Size: 1024 |
Author: jojo |
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Description: matlab code for wavelet transform
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Size: 1024 |
Author: jojo |
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Description: 这个程序是在matlab2013b软件上运行成功，有需要的可以下载下来参考下，程序的内容为用MATLAB做的Fisher线性分类器，处理脑电信号，数据为bci竞赛数据-This program is run on matlab2013b software successfully, there is need to download the reference, the contents of the program is done using MATLAB Fisher linear classifier, EEG signal processing, data-race data bci
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Size: 12880896 |
Author: 李雷 |
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Description: 这是一个重建的matlab程序，包含三个函数和一个主程序-This is a reconstruction of the matlab program, contains three functions and a main program
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Size: 1180672 |
Author: 顾潇蒙 |
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Description: BCI_MI_CSP_DNN是一种基于matlab的运动图像脑电信号分类程序。
基于matlab深度学习工具箱编写了BCI_MI_CSP_DNN程序
本程序的原理基于CSP和DNN算法
这个程序的性能是基于BCI竞赛II数据集II
提出了一种基于深度学习的运动图像脑电信号分类方法。在预处理原始脑电图信号的基础上，采用共空间模型(CSP)方法提取脑电图特征矩阵，并将其输入深度神经网络(DNN)进行训练和分类。我们的工作在BCI Competition II Dataset III上进行了实验测试，提出了最佳的DNN框架，准确率达到83.6%。(In this study, our goal was to use deep learning methods to improve the classification performance of motor imagery EEG signals. Therefore, we propose a classification method based on deep learning for motor imagery EEG signals. Based on the pre-processed raw EEG signals, a co-space model (CSP) method is used to extract the EEG feature matrix, which is then fed to a deep neural network (DNN) for training and classification. Our work was tested experimentally on the BCI Competition II Dataset III dataset, and the best DNN framework was proposed, achieving an accuracy of 83.6%.)
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Size: 14833664 |
Author: 渔舟唱晚1 |
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