Statistical Data Assimilation: Formulation and Examples From Neurobiology

Statistical Data Assimilation: Formulation and Examples From Neurobiology

For the Research Topic Data Assimilation and Control: Theory and Applications in Life Sciences we first review the formulation of statistical data assimilation (SDA) and discuss algorithms for exploring variational approximations to the conditional expected values of biophysical aspects of functiona...

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Bibliographic Details
Main Authors: Anna Miller, Dawei Li, Jason Platt, Arij Daou, Daniel Margoliash, Henry D. I. Abarbanel
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-11-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
data assimilation
neuronal dynamics
HVC
ion channel properties
variational annealing
neuromorphic
Online Access:https://www.frontiersin.org/article/10.3389/fams.2018.00053/full

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https://www.frontiersin.org/article/10.3389/fams.2018.00053/full

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