Dynamic estimation of auditory temporal response functions via state-space models with Gaussian mixture process noise.

Estimating the latent dynamics underlying biological processes is a central problem in computational biology. State-space models with Gaussian statistics are widely used for estimation of such latent dynamics and have been successfully utilized in the analysis of biological data. Gaussian statistics...

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Bibliographic Details
Main Authors: Sina Miran, Alessandro Presacco, Jonathan Z Simon, Michael C Fu, Steven I Marcus, Behtash Babadi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-08-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008172