期刊文献+

基于自适应小波神经网络的心电图检测法 被引量:1

ECG Detection Method Based on Adaptive Wavelet Neural Network
下载PDF
导出
摘要 自适应小波神经网络检测法就是利用小波函数取代通常神经网络中隐层的作用函数来实现的。通过网络的学习自适应地调整尺度参数和时移因子 ,提高了特征提取能力。因此 。 Adaptive wavelet neural network intelligent ECG detection is a method in which the wavelet function substitutes for the effective function of connotative layer in the neural network. Time-shift and scale parameter may be adjusted by the neural network. Therefore wavelet neural network may improve the detection rate and reliability of ECG signal.
出处 《生物医学工程学杂志》 EI CAS CSCD 2002年第3期452-454,共3页 Journal of Biomedical Engineering
关键词 自适应小波神经网络 特征提取 心电图 小波变换 Computer simulation Feature extraction Neural networks Wavelet transforms
  • 相关文献

同被引文献7

  • 1冯劲松.使用数学形态学的QRS复波检测方法[J].国外医学(生物医学工程分册),1994,17(6):345-350. 被引量:5
  • 2Mallat S,Zhong S. Characterization of Signal from Multi-scale Edges, IEEE Trans. on Pattern analysis and machine intelligence 1992;14(7):710-23
  • 3Yu BC.A nonlinear digital filter for QRS-complex detection. Proceedings of the Seventh Annual Conference of the IEEE/Engineering in Medicine and Biology Society. Frontiers of Engineering and Computing in Health Care-1985(Cat.No.85 CH2198-0);1295:845
  • 4Xue Q,Yu HH,Tompkins WJ. Neural-network-based adaptive matched filtering for QRS detection. IEEE Transactions on Biomedical Engineering 1992 ; 39(4) : 317-29
  • 5Last T,Nugent CD, Owens FI. Multicomponent based cross correlation beat detection in electrocardiogram analysis. Biomed Eng Online 2004;3(1):26
  • 6Li C,Zheng C,Tai C. Detection of ECG characteristic points using wavelet transforms.IEEE Transactions on Biomedical Engineering 1995 ;42(1):21-8
  • 7戚建新,卞正中,杨强.基于微机的心电信号实时自动分析系统[J].北京生物医学工程,1997,16(3):157-160. 被引量:10

引证文献1

二级引证文献2

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