A generative spike train model with time-structured higher order correlations

Emerging technologies are revealing the spiking activity in ever larger neural ensembles. Frequently, this spiking is far from independent, with correlations in the spike times of different cells. Understanding how such correlations impact the dynamics and function of neural ensembles remains an im...

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Bibliographic Details
Main Authors: James eTrousdale, Yu eHu, Eric eShea-Brown, Krešimir eJosić
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-07-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00084/full