Modeling population spike trains with specified time-varying spike rates, trial-to-trial variability, and pairwise signal and noise correlations

As multi-electrode and imaging technology begin to provide us with simultaneous recordings of large neuronal populations, new methods for modeling such data must also be developed. Here, we present a model for the type of data commonly recorded in early sensory pathways: responses to repeated trials...

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Bibliographic Details
Main Authors: Dmitry R Lyamzin, Jakob H Macke, Nicholas A Lesica
Format: Article
Language:English
Published: Frontiers Media S.A. 2010-11-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2010.00144/full