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Inferring network connectivity using kinetic Ising models

โœ Scribed by John A Hertz; Yasser Roudi; Andreas Thorning; Joanna Tyrcha; Erik Aurell; Hong-Li Zeng

Book ID
115006721
Publisher
BioMed Central
Year
2010
Tongue
English
Weight
264 KB
Volume
11
Category
Article
ISSN
1471-2202

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Figure 1 Left: Original network with excitatory (red) and inhibitory connections (blue). Middle: Inferred connectivity using kinetic Ising models with memory. Colors mark their connection strengths. Right: Radio operating characteristics (ROC) curves of inferred excitatory connections.