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Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings

Time series, as frequently the case in neuroscience, are rarely stationary, but often exhibit abrupt changes due to attractor transitions or bifurcations in the dynamical systems producing them. A plethora of methods for detecting such change points in time series statistics have been developed over...

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Detalles Bibliográficos
Autores principales: Toutounji, Hazem, Durstewitz, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6187984/
https://www.ncbi.nlm.nih.gov/pubmed/30349472
http://dx.doi.org/10.3389/fninf.2018.00067

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