A maximum-entropy model that matches each neuron's mean firing rate and the full distribution of activity along one collective direction describes hippocampal population data, while simpler mean-field models fail and predict a spurious bimodal distribution.
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Extended mean-field theories for networks of real neurons
A maximum-entropy model that matches each neuron's mean firing rate and the full distribution of activity along one collective direction describes hippocampal population data, while simpler mean-field models fail and predict a spurious bimodal distribution.