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11/01/2022
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
Quantifying which neurons are important with respect to the classificati...
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07/01/2022
Gradients of O-information: low-order descriptors of high-order dependencies
O-information is an information-theoretic metric that captures the overa...
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05/02/2022
An information-theoretic approach to hypergraph psychometrics
Psychological network approaches propose to see symptoms or questionnair...
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03/21/2022
Disentangling high-order mechanisms and high-order behaviours in complex systems
Battiston et al. (arXiv:2110.06023) provide a comprehensive overview of ...
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02/08/2022
A Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Brain and Physiological Networks
While the standard network description of complex systems is based on qu...
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10/26/2020