Journal article
Linear and non-linear methods for automatic seizure detection in scalp electro-encephalogram recordings.
- Abstract:
-
The electro-encephalogram is a time-varying signal that measures electrical activity in the brain. A conceptually intuitive non-linear technique, multi-dimensional probability evolution (MDPE), is introduced. It is based on the time evolution of the probability density function within a multi-dimensional state space. A synthetic recording is employed to illustrate why MDPE is capable of detecting changes in the underlying dynamics that are invisible to linear statistics. If a non-linear stati...
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- Publication status:
- Published
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- Publisher copy:
- 10.1007/bf02345078
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Authors
Bibliographic Details
- Journal:
- Medical and biological engineering and computing
- Volume:
- 40
- Issue:
- 4
- Pages:
- 447-461
- Publication date:
- 2002-07-05
- DOI:
- EISSN:
-
1741-0444
- ISSN:
-
0140-0118
- URN:
-
uuid:120dd420-efbc-4aa3-8681-fc1fd4a6b768
- Source identifiers:
-
61517
- Local pid:
- pubs:61517
Item Description
- Language:
- English
- Keywords:
Terms of use
- Copyright date:
- 2002
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