Classical and Quantum Information Theory for the Physicist

1. Quantum Information Theory, A Selection of Matrix Inequalities 2. Stochastic Filtering Theory Applied to Electromagnetic Fields and Strings 3. Wigner-distributions in Quantum Mechanics 4. Undergraduate and Postgraduate Courses in Electronics, Communication and Signal Processing 5. Quantization of Classical Field Theories, Examples 6. Statistical Signal Processing 7. Some More Concepts and Results in Quantum Information Theory 8. Quantum Field Theory, Quantum Statistics, Gravity, Stochastic Fields and Information 9. Problems in Information Theory 10. Lecture Plan for Information Theory, Sanov's Theorem, Quantum Hypothesis Testing and State Transmission, Quantum Entanglement, Quantum Security 11. More Problems in Classical and Quantum Information Theory 12. Information Transmission and Compression with Distortion, Ergodic Theorem, Quantum Blackhole Physics 13. Examination Problems in Classical Information Theory

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• Mecânica clássica
• Física Matemática
• A física quântica (mecânica quântica e teoria quântica de campos)
• Probabilidade e Estatística
• Física estatística
• Estocástica
• Física aplicada

Quantum Field Theory;Ergodic Theorem;Quantum Neural Network;Lindblad Operators;Statistical Signal Processing;Annihilation Operators;Classical Information Theory;Discrete Memoryless Channels;Decoding Error Probability;LMS Algorithm;Decoding Error;Vertex Function;Order Perturbation Theory;Gauge Field;Rate Distortion;Momentum Domain;Wigner Distribution;Data Processing Inequality;POVM;Random Code;Stationary Stochastic Process;Hilbert Space;Extended Kalman Filter;Supersymmetry Breaking;Einstein Hilbert Action