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Optimal prediction with resource constraints using the information bottleneck

Responding to stimuli requires that organisms encode information about the external world. Not all parts of the input are important for behavior, and resource limitations demand that signals be compressed. Prediction of the future input is widely beneficial in many biological systems. We compute the...

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Detalles Bibliográficos
Autores principales: Sachdeva, Vedant, Mora, Thierry, Walczak, Aleksandra M., Palmer, Stephanie E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971903/
https://www.ncbi.nlm.nih.gov/pubmed/33684112
http://dx.doi.org/10.1371/journal.pcbi.1008743