A Measure of the Complexity of Neural Representations based on Partial Information Decomposition

David A. Ehrlich, Andreas C. Schneider, Viola Priesemann +2

In neural networks, task-relevant information is represented jointly by groups of neurons. However, the specific way in which this mutual information about the classification label…