Browsing Fakultät für Physik (inkl. GAUSS) by Advisor "Wibral, Michael Prof. Dr."
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Advancing information theory for distributed computation - with applications to biological networks and Artificial Intelligence
(2025-10-15)Biological brains and artificial neural networks alike derive their impressive information processing abilities from the complex interplay of individual neurons. While the function of an individual neuron is comparatively ... -
A Measure-Theoretic Perspective on Multivariate Information with Applications to Data Science
(2025-09-17)This dissertation establishes a measure-theoretic foundation for information theory by formulating entropy, mutual information, and related quantities on a common type of probability spaces. Using Radon–Nikodym derivatives ...