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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 from unobse...

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