Results 31 to 40 of about 1,878,628 (322)
Mutual Information: A way to quantify correlations
Revista Brasileira de Ensino de Física, 2022 Within the framework of Information Theory, the existence of correlations between two random variables means that we can obtain information about one of them, just by measuring or observing the other random variable.
Marcelo Tisoc, Jhosep Victorino Beltrán
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MIHash: Online Hashing with Mutual Information [PDF]
, 2017 Learning-based hashing methods are widely used for nearest neighbor retrieval, and recently, online hashing methods have demonstrated good performance-complexity trade-offs by learning hash functions from streaming data. In this paper, we first address a
Bargal, Sarah Adel +3 more
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Relationship between Information Scrambling and Quantum Darwinism
Entropy, 2023 A quantum system interacting with a multipartite environment can induce redundant encoding of the information of a system into the environment, which is the essence of quantum Darwinism.
Feng Tian +4 more
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Mutual information on the fuzzy sphere [PDF]
, 2014 We numerically calculate entanglement entropy and mutual information for a massive free scalar field on commutative (ordinary) and noncommutative (fuzzy) spheres.
Sabella-Garnier, Philippe
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MULTI-FEATURE MUTUAL INFORMATION IMAGE REGISTRATION
Image Analysis and Stereology, 2012 Nowadays, information-theoretic similarity measures, especially the mutual information and its derivatives, are one of the most frequently used measures of global intensity feature correspondence in image registration.
Dejan Tomaževič +2 more
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Mutual Information and Information Gating in Synfire Chains
Entropy, 2018 Coherent neuronal activity is believed to underlie the transfer and processing of information in the brain. Coherent activity in the form of synchronous firing and oscillations has been measured in many brain regions and has been correlated with enhanced
Zhuocheng Xiao +3 more
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On the Estimation of Mutual Information
Proceedings, 2020 In this paper we focus on the estimation of mutual information from finite samples ( X × Y ) . The main concern with estimations of mutual information (MI) is their robustness under the class of transformations for which it remains invariant:
Nicholas Carrara, Jesse Ernst
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Mutual information for testing gene-environment interaction. [PDF]
PLoS ONE, 2009 Despite current enthusiasm for investigation of gene-gene interactions and gene-environment interactions, the essential issue of how to define and detect gene-environment interactions remains unresolved.
Xuesen Wu, Li Jin, Momiao Xiong
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Quantifying Synergistic Mutual Information [PDF]
, 2014 Quantifying cooperation or synergy among random variables in predicting a single target random variable is an important problem in many complex systems. We review three prior information-theoretic measures of synergy and introduce a novel synergy measure defined as the difference between the whole and the union of its parts.
Griffith, Virgil, Koch, Christof
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Structure Learning of Bayesian Network Based on Adaptive Thresholding
Entropy, 2019 Direct dependencies and conditional dependencies in restricted Bayesian network classifiers (BNCs) are two basic kinds of dependencies. Traditional approaches, such as filter and wrapper, have proved to be beneficial to identify non-significant ...
Yang Zhang +3 more
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