Efficient forward propagation of time-sequences in convolutional neural networks using Deep Shifting

Koen Groenland, Sander Bohte

When a Convolutional Neural Network is used for on-the-fly evaluation of continuously updating time-sequences, many redundant convolution operations are performed. We propose the m…