Nalatore, Hariharan and Truccolo, Wilson and Rangarajan, Govindan (2007) Fast Robust Pattern Classification Algorithms for Real Time Neuro-Motor Prosthetic Applications. In: Journal of the Indian Institute of Science, 87 (4).
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Abstract
In this paper, we give a brief review of pattern classification algorithms based on discriminant analysis. We then apply these algorithms to classify movement direction based on multivariate local field potentials recorded from a microelectrode array in the primary motor cortex of a monkey performing a reaching task. We obtain prediction accuracies between 55% and 90% using different methods which are significantly above the chance level of 12.5%.
Item Type: | Journal Article |
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Publication: | Journal of the Indian Institute of Science |
Publisher: | The Indian Institute of Science (IISc) |
Additional Information: | Copyright of this article belongs to The Indian Institute of Science (IISc). |
Department/Centre: | Division of Physical & Mathematical Sciences > Mathematics |
Date Deposited: | 03 Feb 2012 06:06 |
Last Modified: | 03 Feb 2012 06:06 |
URI: | http://eprints.iisc.ac.in/id/eprint/43364 |
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