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Entropy of hidden Markov processes and connections to dynamical systems : papers from the Banff International Research Station workshop /
"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 co...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
2011.
|
| Colección: | London Mathematical Society lecture note series ;
385. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Hidden Markov processes in the context of symbolic dynamics / Mark Boyle, Karl Petersen
- On the preservation of Gibbsianess under symbol amalgamation / Jean-René Chazottes, E. Ugalde
- A note on a complex Hilbert metric with application to domain of analyticity for entropy rate of hidden Markov processes / Guangyue Han, Brian Marcus, Yuval Peres
- Bounds on the entropy rate of binary hidden Markov processes / Erik Ordentlich, Tsachy Weissman
- Entropy rate for hidden Markov chains with rare transitions / Yuval Peres, Anthony Quas
- The capacity of finite-state channels in the high-noise regime / Henry Pfister
- Computing entropy rates for hidden Markov processes /Mark Pollicott
- Factors of Gibbs measures for full shifts / Mark Pollicott, Thomas Kempton
- Thermodynamics of hidden Markov processes / Evgeny Verbitskiy.