IEEE - Institute of Electrical and Electronics Engineers, Inc. - Detecting Determinism in EEG Signals using Principal Component Analysis and Surrogate Data Testing

Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Author(s): A.H. Meghdadi ; R. Fazel-Rezai ; Y. Aghakhani
Sponsor(s): IEEE EMB
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2006
Conference Location: New York, NY, USA
Conference Date: 30 August 2006
Page(s): 6,209 - 6,212
ISBN (CD): 1-4244-003303
ISBN (Paper): 1-4244-0032-5
ISSN (Paper): 1557-170X
DOI: 10.1109/IEMBS.2006.260679
Regular:

A novel method is proposed here to determine whether a time series is deterministic even in the presence of noise. The method is the extension of an existing method based on smoothness analysis of... View More

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