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20022022
most citedThe Ising Model for Neural Data: Model Quality and Approximate Methods for Extracting Functional Connectivity

217 citations · 1.3k across the 32 of their papers we have counts for

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Showing 2010Show all

2 papers · 1 filter

cond-mat.dis-nn2010★ 132 cited

Mean Field Theory For Non-Equilibrium Network Reconstruction

Yasser Roudi, John A. Hertz

There has been recent progress on the problem of inferring the structure of interactions in complex networks when they are in stationary states satisfying detailed balance, but lit…

cond-mat.dis-nn2010★ 17 cited

Dynamics and Performance of Susceptibility Propagation on Synthetic Data

Erik Aurell, Charles Ollion, Yasser Roudi

We study the performance and convergence properties of the Susceptibility Propagation (SusP) algorithm for solving the Inverse Ising problem. We first study how the temperature par…