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;