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A systematic approach to selecting task relevant neurons.

Author
Abstract
:

Since task related neurons cannot be specifically targeted during surgery, a critical decision to make is to select which neurons are task-related when performing data analysis. Including neurons unrelated to the task degrade decoding accuracy and confound neurophysiological results. Traditionally, task-related neurons are selected as those with significant changes in firing rate when a stimulus is applied. However, this assumes that neurons' encoding of stimuli are dominated by their firing rate with little regard to temporal dynamics.

Year of Publication
:
2015
Journal
:
Journal of neuroscience methods
Volume
:
245
Number of Pages
:
156-68
Date Published
:
2015
ISSN Number
:
0165-0270
URL
:
https://linkinghub.elsevier.com/retrieve/pii/S0165-0270(15)00072-2
DOI
:
10.1016/j.jneumeth.2015.02.020
Short Title
:
J Neurosci Methods
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