Neural Estimator of Information for Time-Series Data with Dependency

Novel approaches to estimate information measures using neural networks are well-celebrated in recent years both in the information theory and machine learning communities. These neural-based estimators are shown to converge to the true values when estimating mutual information and conditional mutua...

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Detalles Bibliográficos
Autores principales: Molavipour, Sina, Ghourchian, Hamid, Bassi, Germán, Skoglund, Mikael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224080/
https://www.ncbi.nlm.nih.gov/pubmed/34064014
http://dx.doi.org/10.3390/e23060641

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224080/
https://www.ncbi.nlm.nih.gov/pubmed/34064014
http://dx.doi.org/10.3390/e23060641

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