Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field Potentials
نویسندگان
چکیده
منابع مشابه
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 (in particular, local field potentials in rats) whose statistical properties evolve over the course of a non-spatial memory experiment. Under E-SSM, brain signals are modeled as mixtures of components with oscillatory activity at defined frequency bands. One unique feature of E-SSM is that the comp...
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ژورنال
عنوان ژورنال: Statistica Sinica
سال: 2020
ISSN: 1017-0405
DOI: 10.5705/ss.202017.0420