Efficient search for informational cores in complex systems: application to brain networks

DOI10.1016/j.neunet.2020.08.020zbMath1478.92017OpenAlexW3082251740WikidataQ99371786 ScholiaQ99371786MaRDI QIDQ2057764

Jun Kitazono, Masafumi Oizumi, Ryota Kanai

Publication date: 7 December 2021

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2020.08.020

zbMATH Keywords

mutual informationsubmodularitycomplexbrain networkintegrated information theorynetwork core

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Neural networks for/in biological studies, artificial life and related topics (92B20)

Cites Work

• Information geometry on complexity and stochastic interaction
• Minimizing symmetric submodular functions
• Geometry of information integration
• Submodular functions and optimization.
• Unified framework for information integration based on information geometry
• Learning with Submodular Functions: A Convex Optimization Perspective

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