Computing frustration and near-monotonicity in deep neural networks

Joel Wendin, Erik G. Larsson, Claudio Altafini

For the signed graph associated to a deep neural network, one can compute the frustration level, i.e., test how close or distant the graph is to structural balance. For all the pre…