Sparse spectral estimation from point process observations

We consider the problem of estimating the power spectral density of the neural covariates underlying the spiking of a neuronal population. We assume the spiking of the neuronal ensemble to be described by Bernoulli statistics. Furthermore, we consider the conditional intensity function to be the log...

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Bibliographic Details
Main Authors: Miran, Sina, Purdon, Patrick L., Babadi, Behtash, Brown, Emery Neal
Other Authors: Institute for Medical Engineering and Science
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2017
Online Access:http://hdl.handle.net/1721.1/112115
https://orcid.org/0000-0003-2668-7819