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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Detalles Bibliográficos
Autores principales: Singhal, Girish, Aggarwal, Vikram, Acharya, Soumyadipta, Aguayo, Jose, He, Jiping, Thakor, Nitish
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2010
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2821779/
https://www.ncbi.nlm.nih.gov/pubmed/20169103
http://dx.doi.org/10.1155/2010/648202

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2821779/
https://www.ncbi.nlm.nih.gov/pubmed/20169103
http://dx.doi.org/10.1155/2010/648202

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