Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data.

Inferring connectivity in neuronal networks remains a key challenge in statistical neuroscience. The "common input" problem presents a major roadblock: it is difficult to reliably distinguish causal connections between pairs of observed neurons versus correlations induced by common input f...

Full description

Bibliographic Details

Published in:	PLoS Computational Biology
Main Authors:	Daniel Soudry, Suraj Keshri, Patrick Stinson, Min-Hwan Oh, Garud Iyengar, Liam Paninski
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2015-10-01
Online Access:	http://europepmc.org/articles/PMC4605541?pdf=render