Estimating maximum entropy distributions from periodic orbits in spike trains

Bruno Cessac 1 Rodrigo Cofre 1
1 NEUROMATHCOMP - Mathematical and Computational Neuroscience
CRISAM - Inria Sophia Antipolis - Méditerranée , JAD - Laboratoire Jean Alexandre Dieudonné : UMR6621
Abstract : We present a method allowing to compute the shape of a Maximum Entropy potential with spatio-temporal constraints, from the periodic orbits appearing in the spike train.
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Bruno Cessac, Rodrigo Cofre. Estimating maximum entropy distributions from periodic orbits in spike trains. [Research Report] RR-8329, INRIA. 2013. ⟨hal-00842776⟩

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