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Constant decoding accuracy using a fixed number of spikes.

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posted on 2017-11-01, 17:23 authored by Wensheng Sun, Dennis L. Barbour

Decoding accuracy in analysis windows containing a fixed number of spikes across all neurons and stimuli. Each curve shows results of decoding with a different spike count number. Decoding accuracy is plotted against the beginning time of each read-out window. Each panel shows results of a different decoding method: (A) LDA, (B) TMPEUC, and (C) TMPCOS. Numerical data and analytical results can be found at LDA, linear discriminant analysis; TMPCOS, template matching with angular distance metric; TMPEUC, template matching with Euclidean distance metric.