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Determining a continuous marker for sleep depth 

Asyali, M.H.; Berry, R.B.; Khoo, M.C.K.; Altinok, A. (Computers in Biology and Medicine, 2007)
Detection and quantification of sleep arousals is an important issue, as the frequent arousals are known to reduce the quality of sleep and cause daytime sleepiness. In typical sleep staging, electroencephalograph (EEG) ...
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Gene expression profile class prediction using linear Bayesian classifiers 

Asyali, M.H. (Computers in Biology and Medicine, 2007)
Due to recent advances in DNA microarray technology, using gene expression profiles, diagnostic category of tissue samples can be predicted with high accuracy. In this study, we discuss shortcomings of some existing gene ...
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Obtaining volterra kernels from neural networks 

Asyali, M.H.; Alci, M. (IFMBE Proceedings, 2007)
Both neural networks (NN) and Volterra series (VS) are widely used in nonlinear dynamic system identification. In VS approach, the system is modeled using a set of kernel functions that correspond to different order ...
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Gene expression profile class prediction using linear Bayesian classifiers 

Asyali, M.H. (PERGAMON-ELSEVIER SCIENCE LTD, 2007)
Due to recent advances in DNA microarray technology, using gene expression profiles, diagnostic category of tissue samples can be predicted with high accuracy. In this study, we discuss shortcomings of some existing gene ...
Thumbnail

Determining a continuous marker for sleep depth 

Asyali, M.H.; Berry, R.B.; Khoo, M.C.K.; Altinok, A. (PERGAMON-ELSEVIER SCIENCE LTD, 2007)
Detection and quantification of sleep arousals is an important issue, as the frequent arousals are known to reduce the quality of sleep and cause daytime sleepiness. In typical sleep staging, electroencephalograph (EEG) ...
Thumbnail

Obtaining Volterra Kernels from Neural Networks 

Asyali, M.H.; Alci, M. (SPRINGER-VERLAG BERLIN, 2007)
Both neural networks (NN) and Volterra series (VS) are widely used in nonlinear dynamic system identification. In VS approach, the system is modeled using a set of kernel functions that correspond to different order ...





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Author
Asyali, M.H. (6)
Alci, M. (2)Altinok, A. (2)Berry, R.B. (2)Khoo, M.C.K. (2)Date Issued
2007 (6)
Has File(s)
No (6)

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