277 citations · 277 across the 1 of their papers we have counts for
3 papers
Thermodynamics for a network of neurons: Signatures of criticality
Gasper Tkacik, Thierry Mora, Olivier Marre +3
The activity of a neural network is defined by patterns of spiking and silence from the individual neurons. Because spikes are (relatively) sparse, patterns of activity with increa…
Searching for collective behavior in a network of real neurons
Gašper Tkačik, Olivier Marre, Dario Amodei +3
Maximum entropy models are the least structured probability distributions that exactly reproduce a chosen set of statistics measured in an interacting network. Here we use this pri…
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…