Sparse spectral estimation from point process observations

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 (Author), Purdon, Patrick L. (Author), Babadi, Behtash (Author), Brown, Emery Neal (Contributor)
Other Authors: Institute for Medical Engineering and Science (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2017-11-01T18:04:08Z.
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