Department of Computer Science;
Lakehead University;
Thunder Bay;
Canada;
Department of Electrical and Computer Engineering;
University of Windsor;
Windsor;
Canada;
Action recognition; 3D CNNs; recurrent neural networks; residual networks; subnetwork nodes;