Effect of Activity and Inter-Cluster Correlations on Information-Theoretic Properties of Neural Networks
arXiv:1411.1612
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.
16 pages, 9 figures