Optimization of a Set of Wavelets for Classification of Imaginary Movement-Related Cortical Potentials

被引：0
|
作者：
Lucas, Marie-F. [1 ]
Doncarli, Christian [1 ]
Farina, Daro [2 ]
do Nascimento, Omar Feix [2 ]
机构：
[1] IRCCyN, Nantes, France
[2] Aalborg Univ, Ctr Sensory Motor Interact SMI, Dept Hlth Sci & Technol, Aalborg, Denmark
来源：
ISABEL: 2008 FIRST INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMMUNICATION TECHNOLOGIES | 2008年
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D O I：
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中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
We have proposed an algorithm for optimization of a set of wavelets associated to multi-channel recordings. The method has been applied to the problem of classifying MRCPs in the context of BCIs. The preliminary results show that optimizing the wavelets may substantially improve the classification performance on a test set. These results must be confirmed in future studies on larger subject and signal samples.
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页码：61 / +
页数：2
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