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