Ensemble Fractional Sensitivity: A Quantitative Approach to Neuron Selection for Decoding Motor Tasks

A robust method to help identify the population of neurons used for decoding motor tasks is developed. We use sensitivity analysis to develop a new metric for quantifying the relative contribution of a neuron towards the decoded output, called “fractional sensitivity.” Previous model-based approache...

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Hlavní autoři: Singhal, Girish, Aggarwal, Vikram, Acharya, Soumyadipta, Aguayo, Jose, He, Jiping, Thakor, Nitish
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2010
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Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2821779/
https://ncbi.nlm.nih.gov/pubmed/20169103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2010/648202
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