Heydari Chaleshtori, ali, Sharafat, ahmad reza (2010). A Novel Method for Fast Extraction of Auditory Evoked Potentials. , 10(3), 37-53.
ali Heydari Chaleshtori; ahmad reza Sharafat. "A Novel Method for Fast Extraction of Auditory Evoked Potentials". , 10, 3, 2010, 37-53.
Heydari Chaleshtori, ali, Sharafat, ahmad reza (2010). 'A Novel Method for Fast Extraction of Auditory Evoked Potentials', , 10(3), pp. 37-53.
Heydari Chaleshtori, ali, Sharafat, ahmad reza A Novel Method for Fast Extraction of Auditory Evoked Potentials. , 2010; 10(3): 37-53.

A Novel Method for Fast Extraction of Auditory Evoked Potentials

The Modares Journal of Electrical Engineering
Article 3, Volume 10, Issue 3, 2010, Pages 37-53    PDF (1.04 M)
Authors
ali Heydari Chaleshtori; ahmad reza Sharafat*
Tarbiat Modares University
Abstract
We compare performance of adaptive schemes which are based on radial-basis functions and Kalman filters for fast extraction of auditory evoked potentials. Moreover, we propose a new method based on evoked potential modeling in the Kalman filter framework, which can improve the accuracy compared to the existing methods. Simulation results show that adaptive schemes and the Kalman method are not significantly different in reducing the number of trials needed for accurate extract on of auditory evoked potentials, and that the proposed method significantly improves the extraction accuracy of the evoked potentials even when the number of trials is small.
Keywords
Auditory Evoked Potentials; Radial Basis Functions; Kalman Smoother; EEG
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