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Approximations of Shannon Mutual Information for Discrete Variables with Applications to Neural Population Coding

Although Shannon mutual information has been widely used, its effective calculation is often difficult for many practical problems, including those in neural population coding. Asymptotic formulas based on Fisher information sometimes provide accurate approximations to the mutual information but thi...

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Detalles Bibliográficos
Autores principales: Huang, Wentao, Zhang, Kechen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514724/
https://www.ncbi.nlm.nih.gov/pubmed/33266958
http://dx.doi.org/10.3390/e21030243