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).
Ranga.pdf - Published Version
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|
|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|
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