Entropy measures for biological signal analyses

DOI10.1007/s11071-011-0281-2zbMath1254.92053OpenAlexW1993933805MaRDI QIDQ1928962

Jianbo Gao, Jing Hu, Wen-wen Tung

Publication date: 4 January 2013

Published in: Nonlinear Dynamics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11071-011-0281-2

zbMATH Keywords

sample entropyapproximate entropyseizure detectionscale-dependent Lyapunov exponent

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Measures of information, entropy (94A17)

Related Items

Information entropy as a basic building block of complexity theory, Entropies from Markov models as complexity measures of embedded attractors, Effects of colored noise and external periodic force on the time derivative of information entropy for a damped harmonic oscillator, On Rényi entropies of order statistics, Automatic estimation of attractor invariants, Volumetric behavior quantification to characterize trajectory in phase space, Topological entropy bounds multiscale entropy, BUILDING EFFICIENT COMPUTATIONAL CELLULAR AUTOMATA MODELS OF COMPLEX SYSTEMS: BACKGROUND, APPLICATIONS, RESULTS, SOFTWARE, AND PATHOLOGIES, Complexity and uncertainty analysis of financial stock markets based on entropy of scale exponential spectrum, Analysis of Time Series Based on a New Entropy Plane by Using Weighted Dispersion Pattern

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Quantifying dynamical predictability: the pseudo-ensemble approach
• Embedology
• Estimating measurement noise in a time series by exploiting nonstationarity
• Quantifying predictability through information theory: small sample estimation in a non-Gaussian framework
• Approximate entropy as a measure of system complexity.
• On the Complexity of Finite Sequences
• Ergodic theory of chaos and strange attractors
• Deterministic Nonperiodic Flow
• Detecting noise in a time series
• Multiscale analysis of economic time series by scale-dependent Lyapunov exponent