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

217 citations · 217 across the 1 of their papers we have counts for

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q-bio.QM2009★ 217 cited

The Ising Model for Neural Data: Model Quality and Approximate Methods for Extracting Functional Connectivity

Yasser Roudi, Joanna Tyrcha, John Hertz

We study pairwise Ising models for describing the statistics of multi-neuron spike trains, using data from a simulated cortical network. We explore efficient ways of finding the op…