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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 2012 · stat.MEShow all

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stat.ME2012

L Regularization for Reconstruction of a non-equilibrium Ising Model

Hong-Li Zeng, John Hertz, Yasser Roudi

The couplings in a sparse asymmetric, asynchronous Ising network are reconstructed using an exact learning algorithm. L regularization is used to remove the spurious weak conne…