Ongoing Projects

Support

Our research (as principal or co-investigators / trainees) is funded by:

 

Keywords

Systems & computational neuroscience

  • neural dynamics of brain systems
  • predictive coding
  • mechanisms of active sensory & perceptual inference
  • hierarchical brain networks
  • resting-state brain activity
  • neural oscillations
  • cross-frequency, phase-amplitude coupling
  • computational models of brain networks, simulations.

 

    Methods

    • time series analysis
    • signal extraction
    • 4-D image reconstruction
    • inverse problems/modelling
    • functional, effective connectivity: models & methods
    • statistical inference
    • machine-learning & artificial neural networks 

      Pre-clinical projects

      • epilepsy
      • ADHD
      • neurodegenerative syndromes, incl. Alzheimer's disease
      • real-time imaging, neurofeedback

      Computational image analysis

      • diffeomorphic transforms
      • advection on 3-D manifolds
      • advanced visualization

      Software

      • Development and distribution of Brainstorm, a free, open-source software application for EEG/MEG/e-phys/NIRS data analysis and imaging, with MRI/CT integration.

      Data sharing

      • Open MEG Archive (OMEGA) project: the largest open respository of MEG data worldwide