Possible Project Topics

  • 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)