Sparse Penalty in Deep Belief Networks: Using the Mixed Norm Constraint

Xanadu Halkias, Sebastien Paris, Herve Glotin

Deep Belief Networks (DBN) have been successfully applied on popular machine learning tasks. Specifically, when applied on hand-written digit recognition, DBNs have achieved approx…