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Entropy Estimators for Markovian Systems

Offered By: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube

Tags

Statistical Mechanics Courses Information Theory Courses Entropy Courses Dynamical Systems Courses Markov Chains Courses Complexity Courses Stochastic Processes Courses

Course Description

Overview

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Explore entropy estimators for Markovian systems in this 41-minute lecture from the Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC). Delve into the fundamental concepts of entropy estimation in the context of Markovian processes, gaining insights into the mathematical techniques and methodologies used to quantify uncertainty and information content in these systems. Learn about various estimators, their applications, and limitations when dealing with Markovian dynamics. Enhance your understanding of statistical mechanics, information theory, and complex systems through this in-depth exploration of entropy estimation methods.

Syllabus

Entropy estimators for Markovian systems


Taught by

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

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