Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding

Michael Murray, Jared Tanner

Deep Convolutional Sparse Coding (D-CSC) is a framework reminiscent of deep convolutional neural networks (DCNNs), but by omitting the learning of the dictionaries one can more tra…