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Information Theory
Shannon entropy, KL-divergence, coding theory, and the physical nature of information.
Shannon EntropyMutual InformationKL-DivergenceCross-EntropyChannel CapacityInformation EncodingCompressionInformation in Physics
Articles
3 publications in information theory
·information
Shannon Entropy in Physical Signal Encoding
Applying Shannon's information measures to characterize the entropy of signals captured from physical systems. How much information does a spectral signature carry?
Shannon entropyinformation theoryencoding
·information
Holographic Principle and Boundary Information
The holographic principle suggests that information about a volume can be encoded on its boundary. We explore the implications for signal-based structural analysis.
holographic principleboundary theoryencoding
·information
Kolmogorov Complexity of Spectral Signatures
Examining the algorithmic information content of spectral signatures. Can the complexity of a system's spectrum predict its structural characteristics?
Kolmogorov complexityspectral analysisalgorithmic information