Effect of Activity and Inter-Cluster Correlations on Information-Theoretic Properties of Neural Networks
Andrey P. Demichev · arXiv (Cornell University) · 2014
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.