Lioba Berndt integrates computational neuroscience and psychiatry, using generative and biophysical models to infer circuit dynamics from EEG/MEG. Focus on predictive coding/active inference, estimating E/I balance and testing virtual pharmacology to build biomarkers, personalize treatment, and inform neuro‑inspired AI.