Spectral pruning of fully connected layers: ranking the nodes based on the eigenvalues

Lorenzo Buffoni, Enrico Civitelli, Lorenzo Giambagli +2

Training of neural networks can be reformulated in spectral space, by allowing eigenvalues and eigenvectors of the network to act as target of the optimization instead of the indiv…