Courses


Available student projects

Would you like to contribute to our research? This is a list of projects available for interested students. Most are designed to be completed within 3 to 6 month, but some can be expanded into longer projects, even full PhD scope. If you are interested in working on any of the projects please contact Ján Antolík.

Machine Learning in Neuroscience

  • Application of state-of-the-art DNN methods on intra-cortical EEG time series.

  • Determining the computational power of detailed spiking model of V1.

  • Characterizing computations in a large-scale recurrent spiking network model of primary visual cortex using state-of-the art DNN approaches.

  • Deep biologically structured system identification approaches for studying primary visual cortex function.

Spiking Network Models of Visual System

  • Model of Macaque V1.

  • Embedding of detailed compartmental neuron models into large-scale model of V1.

  • Stimulation protocols for cortical visual prosthesis.

  • Local-field potentials (LFP) in a large-scale model of cat primary visual cortex.

Models of neural system development

  • Biologically plausible model of body representation development.

  • Reconciling activity driven development of orientation maps with ON/OFF V1 convergence.

  • Unifying retinal mozaik model with activity based development.

Software engineering projects

  • Mozaik data-store module based on object oriented database.

  • A model inspection/visualization tool for Mozaik.

  • Sumatra integration with Mozaik.

Web development projects

  • Open Vision project.

  • Graphical user interface for Mozaik datastore and analysis.

  • Deployment of Mozaik on a HPC platrform.

Archive of taken projects

  • OFF centred thalamic V1 convergence.

  • Travelling waves.

  • Association field in visual cortex of higher mammals.

  • Processing of higher order correlations in early visual cortex: a computational modelling investigation.