Identifying Communities in Dynamic Networks Using Information Dynamics [PDF]
Entropy, 2020 Identifying communities in dynamic networks is essential for exploring the latent network structures, understanding network functions, predicting network evolution, and discovering abnormal network events.
Zejun Sun +4 more
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Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics [PDF]
Entropy, 2021 Apnea and other breathing-related disorders have been linked to the development of hypertension or impairments of the cardiovascular, cognitive or metabolic systems.
Ivan Lazic +4 more
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Discrete Information Dynamics with Confidence via the Computational Mechanics Bootstrap: Confidence Sets and Significance Tests for Information-Dynamic Measures [PDF]
Entropy, 2020 Information dynamics and computational mechanics provide a suite of measures for assessing the information- and computation-theoretic properties of complex systems in the absence of mechanistic models.
David Darmon
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Information Dynamics of a Nonlinear Stochastic Nanopore System [PDF]
Entropy, 2018 Nanopores have become a subject of interest in the scientific community due to their potential uses in nanometer-scale laboratory and research applications, including infectious disease diagnostics and DNA sequencing.
Claire Gilpin +3 more
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Contrast Information Dynamics: A Novel Information Measure for Cognitive Modelling [PDF]
EntropyWe present contrast information, a novel application of some specific cases of relative entropy, designed to be useful for the cognitive modelling of the sequential perception of continuous signals.
Steven T. Homer +2 more
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The Information Dynamics of Generative Diffusion. [PDF]
Entropy (Basel)Generative diffusion models have emerged as a powerful class of models in machine learning, yet a unified theoretical understanding of their operation is still developing. This paper provides an integrated perspective on generative diffusion by connecting the information-theoretic, dynamical, and thermodynamic aspects.
Stančević D, Ambrogioni L.
europepmc +6 more sources
Kinetic theory of information -- the dynamics of information [PDF]
Frontiers in Physics, 2015 A kinetic approach to the notion of information is proposed, based on Liouville kinetic theory. The general kinetic equation for the evolution of the N-particle information $mathcal{I}_N$ in a Hamiltonian system of large particle number $Ngg 1$ is ...
Rudolf A. Treumann, Wolfgang eBaumjohann
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Information Dynamics of the Brain, Cardiovascular and Respiratory Network during Different Levels of Mental Stress [PDF]
Entropy, 2019 In this study, an analysis of brain, cardiovascular and respiratory dynamics was conducted combining information-theoretic measures with the Network Physiology paradigm during different levels of mental stress.
Matteo Zanetti +7 more
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Derangetropy in Probability Distributions and Information Dynamics [PDF]
EntropyWe introduce derangetropy, which is a novel functional measure designed to characterize the dynamics of information within probability distributions. Unlike scalar measures such as Shannon entropy, derangetropy offers a functional representation that ...
Masoud Ataei, Xiaogang Wang
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Dynamics of information networks
Journal of Applied Probability, 2023 AbstractWe explore a simple model of network dynamics which has previously been applied to the study of information flow in the context of epidemic spreading. A random rooted network is constructed that evolves according to the following rule: at a constant rate, pairs of nodes (i, j) are randomly chosen to interact, with an edge drawn from i to j (and
Andrei Sontag +2 more
openaire +3 more sources