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Autor:
Jim W. Kay
Publikováno v:
Entropy, Vol 26, Iss 7, p 542 (2024)
There is much interest in the topic of partial information decomposition, both in developing new algorithms and in developing applications. An algorithm, based on standard results from information geometry, was recently proposed by Niu and Quinn (201
Externí odkaz:
https://doaj.org/article/46e963fc9b4a441f8467b37735f07150
Autor:
Artemy Kolchinsky
Publikováno v:
Entropy, Vol 26, Iss 7, p 546 (2024)
The partial information decomposition (PID) aims to quantify the amount of redundant information that a set of sources provides about a target. Here, we show that this goal can be formulated as a type of information bottleneck (IB) problem, termed th
Externí odkaz:
https://doaj.org/article/4715b1e0596b4f26b18fe53d83631d88
Publikováno v:
Entropy, Vol 26, Iss 5, p 424 (2024)
Partial information decompositions (PIDs) aim to categorize how a set of source variables provides information about a target variable redundantly, uniquely, or synergetically. The original proposal for such an analysis used a lattice-based approach
Externí odkaz:
https://doaj.org/article/cf1828749a64437b885010d8adc033c7
Publikováno v:
IEEE Open Journal of the Communications Society, Vol 4, Pp 3000-3013 (2023)
Traditional multiple access schemes, as well as more recent preamble-based schemes, cannot achieve the extremely low latency, complexity, and collision probability required by the next-generation Internet-of-Things (IoT) networks to operate. To addre
Externí odkaz:
https://doaj.org/article/7a1381f399da43669c81c4e3952fac3f
Autor:
Phillips, William A., author
Publikováno v:
The Cooperative Neuron : Cellular Foundations of Mental Life, 2023, ill.
Externí odkaz:
https://doi.org/10.1093/oso/9780198876984.003.0009
Publikováno v:
Entropy, Vol 26, Iss 3, p 271 (2024)
The partial information decomposition (PID) framework is concerned with decomposing the information that a set of (two or more) random variables (the sources) has about another variable (the target) into three types of information: unique, redundant,
Externí odkaz:
https://doaj.org/article/8262201fe19b41998c75744d015b4057
Autor:
Eric K. TATIAGOUM
Publikováno v:
Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics, Vol 28, Iss 3, Pp 157-177 (2022)
Externí odkaz:
https://doaj.org/article/bf08a87d2f9148afa6f451905e95ec7a