Possible Project Topics
- Deep learning for emotion detection (EmpathAI)
- Deep neural networks for face classification
- Deep neural networks for analysis of magnetic fields
- Machine learning classification of EEG data
- Human-drone smart interfaces
- Autonomous drone
- Open-ended learning humanoid robots: deep-networks for curiosity-based learning
- Machine learning system for detection of psychiatric disorders from voice and text
- Machine learning models for computational psychiatry
- fMRI for autism classification
- Models of consciousness (e.g., Long-Short Term Memory nets for working memory)
- Spiking neural network models of waves in brain
- Computational models of brain basis of social fear in mice
- Experiments on aesthetic affordances
- AI for ovarian cancer detection
- Social simulations
- Transitional wearables for the treatment of autism
- AI solutions for monitoring air pollution
- Computational models of motor learning
- Computational models of brain diseases (Alzheimer, Parkinson, Depression, Autism, Addiction)