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Information-Theoretic Bounds and Approximations in Neural Population Coding

While Shannon’s mutual information has widespread applications in many disciplines, for practical applications it is often difficult to calculate its value accurately for high-dimensional variables because of the curse of dimensionality. This article focuses on effective approximation methods for ev...

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Udgivet i:Neural Comput
Main Authors: Huang, Wentao, Zhang, Kechen
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6343676/
https://ncbi.nlm.nih.gov/pubmed/29342399
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/neco_a_01056
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