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Generalizing HMMs to Continuous Time for Fast Kinetics: Hidden Markov Jump Processes

The hidden Markov model (HMM) is a framework for time series analysis widely applied to single-molecule experiments. Although initially developed for applications outside the natural sciences, the HMM has traditionally been used to interpret signals generated by physical systems, such as single mole...

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Detalhes bibliográficos
Publicado no:Biophys J
Main Authors: Kilic, Zeliha, Sgouralis, Ioannis, Pressé, Steve
Formato: Artigo
Idioma:Inglês
Publicado em: The Biophysical Society 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7896036/
https://ncbi.nlm.nih.gov/pubmed/33421415
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.bpj.2020.12.022
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