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20092024
most citedThe Ising Model for Neural Data: Model Quality and Approximate Methods for Extracting Functional Connectivity

217 citations · 321 across the 7 of their papers we have counts for

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Showing 2014Show all

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cond-mat.dis-nn2014★ 19 cited

Belief-Propagation and replicas for inference and learning in a kinetic Ising model with hidden spins

Claudia Battistin, John Hertz, Joanna Tyrcha +1

We propose a new algorithm for inferring the state of hidden spins and reconstructing the connections in a synchronous kinetic Ising model, given the observed history. Focusing on…