期刊文献+

基于独立分量法的多导诱发脑电的单次提取 被引量:4

A Method for Single-Trial Estimation ofMulti-Channel VEP Based on ICA
下载PDF
导出
摘要 脑电 ( Electroencephalographic,EEG)视觉诱发电位 ( Visual Evoked Potential,VEP)的提取在生物医学信号处理领域近年来是一项备受关注的研究问题 .本文提出的一种基于独立分量分析法 ( Independent Component Analysis,ICA)单次提取多导脑电信号 ,其与叠加平均法相比 。 Single trial estimation of visual evoked potential has interested many researchers in the field of biomedical signal processing over recent years.In this paper a method based on the independent component analysis(ICA)was proposed for single trial estimation of multi channel visual evoked potential which can obtain results 200 times clearer than conventional coherent averaging.
出处 《汕头大学学报(自然科学版)》 2003年第1期58-65,共8页 Journal of Shantou University:Natural Science Edition
关键词 独立分量分析 诱发电位 EP 视觉诱发电位 单次提取 independent component analysis evoked potential(EP) visual evoked potential(VEP) single trial estimation
  • 相关文献

参考文献4

二级参考文献12

  • 1李鲁平,吴延军,程敬之,杨福生.诱发脑电动态提取方法研究[J].国外医学(生物医学工程分册),1995,18(4):195-201. 被引量:8
  • 2Hyvarinen A.Fast and robust fixed-point algorithm for independent component analysis[].IEEE Transactions on Neural Networks.1999
  • 3Amari SI,Cichocki AC.Adaptive blind signal processing-Neural network approaches[].Proceedings of the IEEE.1998
  • 4Cardoso JF.Blind signal processing[].Proceedings of the IEEE.1998
  • 5Cardoso JF.Higher order contrasts for independent component analysis[].Neural Computation.1999
  • 6Amari SI.Natural gradient works effciently in learning[].Neural Computation.1998
  • 7Cichocki A,Unbehanen R,Rummert E.Robust learning algorithm for blind separation of sources[].Electronics Letters.1994
  • 8Lee TW,Amari SI,Cichocki AC.Independent component analysis using an extended infomax algorithm for mixed sub-Gaussian and super -Gaussian sources[].Neural Computation.1999
  • 9Cardoso JF,Laheld BH.Equivariant adaptive source separation[].IEEE Transactions on Signal Processing.1996
  • 10Comon P.Independent component analysis:A new concept ?[].Signal Processing.1994

共引文献104

同被引文献62

引证文献4

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部