Optimizing Connectivity through Network Gradients for Restricted Boltzmann Machines

A. C. N. de Oliveira, D. R. Figueiredo

Leveraging sparse networks to connect successive layers in deep neural networks has recently been shown to provide benefits to large-scale state-of-the-art models. However, network…