Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains

Advances in neuronal recording techniques are leading to ever larger numbers of simultaneously monitored neurons. This poses the important analytical challenge of how to capture compactly all sensory information that neural population codes carry in their spatial dimension (differences in stimulus t...

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Bibliographic Details
Main Authors: Onken, Arno, Liu, Jian K., Karunasekara, P. P. Chamanthi R., Delis, Ioannis, Gollisch, Tim, Panzeri, Stefano
Format: Online
Language:English
Published: Public Library of Science 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5096699/