Entropy of hidden Markov processes and connections to dynamical systems : papers from the Banff International Research Station workshop / edited by Brian Marcus, Karl Petersen, Tsachy Weissman.
"Hidden Markov processes (HMPs) are important objects of study in many areas of pure and applied mathematics, including information theory, probability theory, dynamical systems and statistical physics, with applications in electrical engineering, computer science and molecular biology. This collect...
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| Other Authors: | , , |
| Language: | English |
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Cambridge ; New York :
Cambridge University Press,
2011.
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| Series: | London Mathematical Society lecture note series ;
385. |
| Subjects: | |
| Genre: | |
| Physical Description: | vi, 272 pages. |
| Format: | Book |
Contents:
- Machine generated contents note: 1. Hidden Markov processes in the context of symbolic dynamics Mark Boyle and Karl Petersen; 2. On the preservation of Gibbsianess under symbol amalgamation Jean-Rene; Chazottes and E. Ugalde; 3. A note on a complex Hilbert metric with application to domain of analyticity for entropy rate of hidden Markov processes Guangyue Han, Brian Marcus and Yuval Peres; 4. Bounds on the entropy rate of binary hidden Markov processes Erik Ordentlich and Tsachy Weissman; 5. Entropy rate for hidden Markov chains with rare transitions Yuval Peres and Anthony Quas; 6. The capacity of finite-state channels in the high-noise regime Henry Pfister; 7. Computing entropy rates for hidden Markov processes Mark Pollicott; 8. Factors of Gibbs measures for full shifts Mark Pollicott and Thomas Kempton; 9. Thermodynamics of hidden Markov processes Evgeny Verbitskiy.