Effect of Activity and Inter-Cluster Correlations on Information-Theoretic Properties of Neural Networks
Abstract
On the basis of solutions of the master equation for networks with a small number of neurons it is shown that the conditional entropy and integrated information of neural networks depend on their average activity and inter-cluster correlations.
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