ANN compression of morphologically similar ECG complexes.

Abstract:

: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.

journal_name

Med Biol Eng Comput

authors

Hamilton DJ,Thomson DC,Sandham WA

doi

10.1007/BF02523019

subject

Has Abstract

pub_date

1995-11-01 00:00:00

pages

841-3

issue

6

eissn

0140-0118

issn

1741-0444

journal_volume

33

pub_type

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