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Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field Potentials

We propose an evolutionary state space model (E-SSM) for analyzing high dimensional brain signals whose statistical properties evolve over the course of a non-spatial memory experiment. Under E-SSM, brain signals are modeled as mixtures of components (e.g., AR(2) process) with oscillatory activity a...

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Библиографические подробности
Опубликовано в: :Stat Sin
Главные авторы: Gao, Xu, Shen, Weining, Shahbaba, Babak, Fortin, Norbert J., Ombao, Hernando
Формат: Artigo
Язык:Inglês
Опубликовано: 2020
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7410164/
https://ncbi.nlm.nih.gov/pubmed/32774073
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202017.0420
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