7 new students-researchers join the group
New neural network algorithm to detect vehicles and estimate their speed. Up to 50 vehicles could be tracked simultaneously with one small camera.
Improvement to the cortical neural network. A network is also able to improve outdoor images.
More than 9 students-researchers!
Goal: To develop a learning system with more capacity than the human brain.
Joining the offices of the UMRsu in Quebec city techno-park.
To build a learning system with more capabilities than humans. It is not to build an artificial human, but to identify and develop learning algorithms similar to the human neocortex. The human brain has three overlapping areas: the reptilian brain responsible for human body management, the limbic brain, responsible for emotions and other value based judgements, and the neocortex. There will be no tentative to reproduce the first two layers. The neocortex is the main focus because it is where the human language resides, it is where the eye vision is processed, the auditory, the motor control. The neocortex is also what differentiate humans from animals when looking at brains in general. Other animals have intelligence, but the differentiating element between humans and other animals is this large neocortex. Machine Learning algorithm is the main area of research. It is also sometimes called AI research (artificial intelligence).
- Advance knowledge in the field of machine learning.
- Contribution to advanced academic research in this field in the Quebec city region
- Development of commercial applications using machine learning algorithms.