Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures

Jarom D. Hogue, Robert M. Kirby, Akil Narayan

Deep learning using neural networks is an effective technique for generating models of complex data. However, training such models can be expensive when networks have large model c…