Entropy estimation

Applied sciences
Information engineering
Information theory
Channel capacity

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Related lectures (26)

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Temperature, Pressure, Chemical Potential

Explores temperature, pressure, and chemical potential in simple systems, along with reversible processes and powers.

Thermodynamic Identity: Entropy and Energy

Explores the thermodynamic identity, entropy-temperature relationship, and pressure definition, illustrating key principles with practical examples.

Information Theory: Quantifying Messages and Source Entropy

Covers quantifying information in messages, source entropy, common information, and communication channel capacity.

Ideal Gas Laws

Explores ideal gas laws, entropy, internal energy, and specific heat capacities, emphasizing Mayer's relations and adiabatic reversible processes.

Conditional Entropy: Review and Definitions

Covers conditional entropy, weather conditions, function entropy, and the chain rule.

Entropy Bounds: Conditional Entropy Theorems

Explores entropy bounds, conditional entropy theorems, and the chain rule for entropies, illustrating their application through examples.

Information Theory: Entropy and Capacity

Covers concepts of entropy, Gaussian distributions, and channel capacity with constraints.

Information Measures: Part 2

Covers information measures like entropy, joint entropy, and mutual information in information theory and data processing.

Entropy and Data Compression: Huffman Coding Techniques

Discusses entropy, data compression, and Huffman coding techniques, emphasizing their applications in optimizing codeword lengths and understanding conditional entropy.

Conditional Entropy and Data Compression Techniques

Discusses conditional entropy and its role in data compression techniques.