Search Results for author: Gasper Tkacik

Found 3 papers, 1 papers with code

Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods

no code implementations NeurIPS 2016 Cristina Savin, Gasper Tkacik

Jointly characterizing neural responses in terms of several external variables promises novel insights into circuit function, but remains computationally prohibitive in practice.

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Faster solutions of the inverse pairwise Ising problem

1 code implementation14 Dec 2007 Tamara Broderick, Miroslav Dudik, Gasper Tkacik, Robert E. Schapire, William Bialek

Recent work has shown that probabilistic models based on pairwise interactions-in the simplest case, the Ising model-provide surprisingly accurate descriptions of experiments on real biological networks ranging from neurons to genes.

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