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.
no code implementations • NeurIPS 2016 • Matthew Chalk, Olivier Marre, Gasper Tkacik
In many applications, it is desirable to extract only the relevant aspects of data.
1 code implementation • 14 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.