I am a computational neuroscientist in the Department of Complex Systems at the Institute of Computer Science of the Czech Academy of Sciences, and a member of the Complex Networks and Brain Dynamics Group.
My research focuses on computational techniques to understand and reproduce the dynamics of biological neural networks, ranging from small-scale networks to the entire (human) brain.
The mainstay of this effort is mathematical analysis and computational modelling of neuronal circuits, which ranges from analytical ("pen and paper") methods to numerical bifurcation analysis and numerical integration. I am also interested in developing new methods for time series analysis, especially model-based data analysis. Applications encompass neuronal information processing (working memory, language acquisition) as well as disorders of large-scale neuronal networks, especially epilepsy.