2.4k citations · 11.4k across the 104 of their papers we have counts for
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q-bio.NC2012★ 114 cited
The simplest maximum entropy model for collective behavior in a neural network
Gasper Tkacik, Olivier Marre, Thierry Mora +3
Recent work emphasizes that the maximum entropy principle provides a bridge between statistical mechanics models for collective behavior in neural networks and experiments on netwo…
q-bio.NC2012★ 3 cited
Maximally informative "stimulus energies" in the analysis of neural responses to natural signals
Kanaka Rajan, William Bialek
The concept of feature selectivity in sensory signal processing can be formalized as dimensionality reduction: in a stimulus space of very high dimensions, neurons respond only to…