CoNNECT inference performance.

CoNNECT inference performance.

<p>Plots showing the resulting precision and recall from running the CoNNECT algorithm [<a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1013500#pcbi.1013500.ref033" target="_blank">33</a>] on networks of LIF neurons composed of 30 exci...

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Bibliographic Details
Main Author: David P. Shorten (10668403) (author)
Other Authors: Viola Priesemann (383305) (author), Michael Wibral (383303) (author), Joseph T. Lizier (7499861) (author)
Published: 2025
Subjects:
Genetics
Cancer
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
various dynamical regimes
valuable modelling technique
spiking neurons using
showed clear benefits
providing explanatory power
multivariate transfer entropy
measuring multivariate interactions
known &# 8212
effective connections develop
using data generated
technique produces networks
generalised linear models
effectively use te
inferring effective networks
effective networks
effective tool
train data
based data
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truth connectivity
time estimator
target node
source nodes
series datasets
pairwise te
high synchrony
glms ),
first time
dimensional time
commonly applied
analysing high
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