Artificial Neural Networks

2000 - 2007 (with National Research Council of Canada):

• Neural-network based Face Recognition in Video - first demonstrated live recognition of faces from TV video in Canada

• Facial video dataset (Video-based face dataset) - for evaluation of face recognition in video [CRV 2005]

• Biologically-inspired recognition (Associative Recognition in Video)

• Associative Neural Network Open Source Library

1994-2001 (with Artificial lntelligence Laboratory  at the University  of Alberta ). 

• Applying Hopfield Neural Networks for Artificial Intelligence problems

  • Term project for the CS 551 (Artificial Intelligence) Graduate Course , 1995

• Reinforcement learning and Adaptive Logic Network for autonomous robot navigation, 

  • With: Dendronic Decisions & University of Alberta - PhD dissertation, 2000 

• Neural networks for facial feature detection, tracking and face recognition

  • With: Bill Armstrong and Xiaobo Li (University of Alberta), 1996

1993-1999 (with  Institute of Cybernetics in Kiev, Ukraine ). 

• Designing high-capacity neuro-computers for storing and recognizing patterns in real-time

  • With: Glushkov Center of Cybernetics of Ukrainian Ac.Sc. - PhD dissertation, 1997 

  • Neuro-connections - Pictures with some well-known Ukrainian and Russian neuroscientists at IJCNN Neuro-Opportunities Workshop (NOW), 1999