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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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Váldodahkkit: Daniel Soudry, Suraj Keshri, Patrick Stinson, Min-Hwan Oh, Garud Iyengar, Liam Paninski
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Public Library of Science (PLoS) 2015-10-01
Ráidu:PLoS Computational Biology
Liŋkkat:http://europepmc.org/articles/PMC4605541?pdf=render
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