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Bias-free estimation of information content in temporally sparse neuronal activity

Applying information theoretic measures to neuronal activity data enables the quantification of neuronal encoding quality. However, when the sample size is limited, a naïve estimation of the information content typically contains a systematic overestimation (upward bias), which may lead to misinterp...

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Detalles Bibliográficos
Autores principales: Sheintuch, Liron, Rubin, Alon, Ziv, Yaniv
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836373/
https://www.ncbi.nlm.nih.gov/pubmed/35148310
http://dx.doi.org/10.1371/journal.pcbi.1009832