Title :
The detection and analysis of point processes in biological signals
Author :
Anderson, David J. ; Correia, Manning J.
Author_Institution :
University of Michigan, Ann Arbor, MI
fDate :
5/1/1977 12:00:00 AM
Abstract :
A pragmatic approach to the detection and analysis of discrete events in biomedical signals is taken. Examples from both clinical and basic research are provided. Introductory sections discuss not only discreate events which are easily extracted from recordings by conventional threshold detectors but also events embedded in other information carrying signals. The primary considerations are factors governing event-time resolution and the effects limits to this resolution have on the subsequent analysis of the underlying process. The analysis portion describes tests for qualifying the records as stationary point processes and procedures for providing meaningful information about the biological signals under investigation. All of these procedures are desiged to be implemented on laboratory computers of modest computational capacity.
Keywords :
Biology computing; Data mining; Detectors; Disk recording; Event detection; Information analysis; Signal analysis; Signal processing; Signal resolution; Testing;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1977.10560