ANN COMPRESSION OF MORPHOLOGICALLY SIMILAR ECG COMPLEXES

被引：8
作者：
HAMILTON, DJ
THOMSON, DC
SANDHAM, WA
机构：
[1] Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow
来源：
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING | 1995年 / 33卷 / 06期
关键词：
COMPRESSION; ELECTROCARDIOGRAM; NEURAL NETS;
D O I：
10.1007/BF02523019
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
A compression algorithm for electrocardiogram signals is presented, based on an auto-associative neural network. Issues of weight and activation coding are considered, and compression performances of various network sizes are compared. A unique feature is the performance improvement achieved using DC level removal. A comparison with existing techniques is provided.
引用
收藏
页码：841 / 843
页数：3
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