Conference item
Depth of anaesthesia assessment with generative polyspectral models.
- Abstract:
-
The application of anaesthetic agents is known to have significant effects on the EEG waveform. Information extraction now routinely goes beyond second order spectral analysis, as obtained via power spectral methods, and uses higher order spectral methods. In this paper we present a model which generalises the autoregressive class of polyspectral models by having a semi-parametric description of the residual probability density. We estimate the model in the Variational Bayesian framework and ...
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- Publication status:
- Published
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- Publisher copy:
- 10.1109/ICMLA.2005.21
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Authors
Contributors
+ Wani, M
Role:
Editor
+ Milanova, MG
Role:
Editor
+ Kurgan, L
Role:
Editor
+ Reformat, M
Role:
Editor
+ Hafeez, K
Role:
Editor
Bibliographic Details
- Publisher:
- IEEE Publisher's website
- Volume:
- 2005
- Pages:
- 239-244
- Host title:
- ICMLA
- Publication date:
- 2005-01-01
- DOI:
- Source identifiers:
-
63301
- ISBN:
- 0769524958
Item Description
- Pubs id:
-
pubs:63301
- UUID:
-
uuid:e5599ca4-6f47-4716-9663-0929f4b635b4
- Local pid:
- pubs:63301
- Deposit date:
- 2012-12-19
Terms of use
- Copyright date:
- 2005
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