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文件名称:NFEA

  • 所属分类：
    其它资源
  • 标签属性：
    [MacOS] [Matlab] [源码]
  • 上传时间：
    2017-03-18
  • 文件大小：
    2.32mb
  • 已下载：
    0次
  • 提 供 者：
    李****
  • 相关连接：
    无
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修正介绍说明

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张量分解提取生物学特征，NFEA: Tensor Toolbox for Feature

Extraction and Applications-

Data in modern applications such as BCI based on EEG signals often contain multi-modes due to

mechanism of data recording, e.g. signals recorded by multiple-sensors (electrodes), in multiple trials,

epochs, for multiple subjects and with different tasks, conditions. Moreover, during processing and

analysis, dimensionality of the data could be augmented due to expression of the data into sparse

domain (time-frequency representation) by different transforms such as STFT, wavelets. That means

data itself is naturally a tensor, and has multilinear structures. Standard approaches which analyze

such data by considering them as vectors or matrices might be not suitable due to risk of losing the

covariance information among various modes. To discover hidden multilinear structures, features

within the data, the analysis tools should reflect the multi-dimensional structure of the data
(系统自动生成,下载前可以参看下载内容)

下载文件列表

NFEA/
NFEA/.DS_Store
__MACOSX/
__MACOSX/NFEA/
__MACOSX/NFEA/._.DS_Store
NFEA/Code/
NFEA/Code/Crossvalidation/
NFEA/Code/Crossvalidation/kfoldcv.m
NFEA/Code/Crossvalidation/stra_kfoldcv.m
NFEA/Code/CSP/
NFEA/Code/CSP/CSP.m
__MACOSX/NFEA/Code/
__MACOSX/NFEA/Code/CSP/
__MACOSX/NFEA/Code/CSP/._CSP.m
NFEA/Code/CSP/CSPfeature.m
NFEA/Code/CSP/feaCSP.m
__MACOSX/NFEA/Code/CSP/._feaCSP.m
NFEA/Code/Data/
NFEA/Code/Data/load_CV_idxs.m
__MACOSX/NFEA/Code/Data/
__MACOSX/NFEA/Code/Data/._load_CV_idxs.m
NFEA/Code/Data/load_cwt_eeg.m
__MACOSX/NFEA/Code/Data/._load_cwt_eeg.m
NFEA/Code/Data/load_data.m
__MACOSX/NFEA/Code/Data/._load_data.m
NFEA/Code/Data/load_filteredeeg.m
__MACOSX/NFEA/Code/Data/._load_filteredeeg.m
NFEA/Code/Data/scanparam.m
NFEA/Code/Feature/
NFEA/Code/Feature/enc_algfeat.m
__MACOSX/NFEA/Code/Feature/
__MACOSX/NFEA/Code/Feature/._enc_algfeat.m
NFEA/Code/Feature/rankingFisher.m
NFEA/Code/Feature/selectfeature.m
NFEA/Code/Others/
NFEA/Code/Others/parallel_on.m
NFEA/Code/Signals/
NFEA/Code/Signals/eeg_filt.m
NFEA/Code/Signals/fastwavelet.m
NFEA/Code/TDA/
NFEA/Code/TDA/itenmat.m
__MACOSX/NFEA/Code/TDA/
__MACOSX/NFEA/Code/TDA/._itenmat.m
NFEA/Code/TDA/nway_decompose.m
__MACOSX/NFEA/Code/TDA/._nway_decompose.m
NFEA/Code/TDA/nway_feature.m
__MACOSX/NFEA/Code/TDA/._nway_feature.m
NFEA/Code/TDA/v2007b/
NFEA/Code/TDA/v2007b/.DS_Store
__MACOSX/NFEA/Code/TDA/v2007b/
__MACOSX/NFEA/Code/TDA/v2007b/._.DS_Store
NFEA/Code/TDA/v2007b/HODA.p
NFEA/Code/TDA/v2007b/LTDA.p
NFEA/Code/TDA/v2007b/TLDA.p
NFEA/Code/TDA/v2009/
NFEA/Code/TDA/v2009/.DS_Store
__MACOSX/NFEA/Code/TDA/v2009/
__MACOSX/NFEA/Code/TDA/v2009/._.DS_Store
NFEA/Code/TDA/v2009/HODA.p
__MACOSX/NFEA/Code/TDA/v2009/._HODA.p
NFEA/Code/TDA/v2009/LTDA.p
__MACOSX/NFEA/Code/TDA/v2009/._LTDA.p
NFEA/Code/TDA/v2009/TLDA.p
__MACOSX/NFEA/Code/TDA/v2009/._TLDA.p
NFEA/copyright.txt
__MACOSX/NFEA/._copyright.txt
NFEA/Data/
NFEA/Data/ABSP/
NFEA/Data/ABSP/.DS_Store
__MACOSX/NFEA/Data/
__MACOSX/NFEA/Data/ABSP/
__MACOSX/NFEA/Data/ABSP/._.DS_Store
NFEA/Data/BCI3/
NFEA/Data/BCI3/.DS_Store
__MACOSX/NFEA/Data/BCI3/
__MACOSX/NFEA/Data/BCI3/._.DS_Store
NFEA/Data/JTSH/
NFEA/Data/JTSH/.DS_Store
__MACOSX/NFEA/Data/JTSH/
__MACOSX/NFEA/Data/JTSH/._.DS_Store
NFEA/Demo/
NFEA/Demo/ABSP/
NFEA/Demo/ABSP/.DS_Store
__MACOSX/NFEA/Demo/
__MACOSX/NFEA/Demo/ABSP/
__MACOSX/NFEA/Demo/ABSP/._.DS_Store
NFEA/Demo/ABSP/demo_subjA_CSP.m
NFEA/Demo/ABSP/demo_subjA_nway.m
__MACOSX/NFEA/Demo/ABSP/._demo_subjA_nway.m
NFEA/Demo/ABSP/demo_subjB_CSP.m
NFEA/Demo/ABSP/demo_subjB_CSPandNway.m
__MACOSX/NFEA/Demo/ABSP/._demo_subjB_CSPandNway.m
NFEA/Demo/ABSP/demo_subjB_nway.m
__MACOSX/NFEA/Demo/ABSP/._demo_subjB_nway.m
NFEA/Demo/BCI3/
NFEA/Demo/BCI3/bci3_extracttrial.m
NFEA/Demo/BCI3/bci3_gendata.m
__MACOSX/NFEA/Demo/BCI3/
__MACOSX/NFEA/Demo/BCI3/._bci3_gendata.m
NFEA/Demo/BCI3/demo_al_1_11_6D.m
__MACOSX/NFEA/Demo/BCI3/._demo_al_1_11_6D.m
NFEA/Demo/BCI3/demo_aw_1_11_6D.m
__MACOSX/NFEA/Demo/BCI3/._demo_aw_1_11_6D.m
NFEA/Demo/BCI3/demo_ay_1_11_6D.m
__MACOSX/NFEA/Demo/BCI3/._demo_ay_1_11_6D.m
NFEA/Demo/JTSH/
NFEA/Demo/JTSH/.DS_Store
__MACOSX/NFEA/Demo/JTSH/
__MACOSX/NFEA/Demo/JTSH/._.DS_Store
NFEA/Demo/JTSH/demo_JT_subj1_CMOR11.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj1_CMOR11.m
NFEA/Demo/JTSH/demo_JT_subj1_CMOR11_61.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj1_CMOR11_61.m
NFEA/Demo/JTSH/demo_JT_subj1_CMOR61.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj1_CMOR61.m
NFEA/Demo/JTSH/demo_JT_subj1_CSP.m
NFEA/Demo/JTSH/demo_JT_subj2_CMOR11.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj2_CMOR11.m
NFEA/Demo/JTSH/demo_JT_subj2_CMOR11_61.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj2_CMOR11_61.m
NFEA/Demo/JTSH/demo_JT_subj2_CMOR61.m
__MACOSX/NFEA/Demo/JTSH/._demo_JT_subj2_CMOR61.m
NFEA/Demo/JTSH/demo_JT_subj2_CSP.m
NFEA/NFEA.pdf

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