Marius Pille

The paper develops a computational model to study human brain maturation by analyzing functional MRI data and simulating neural network dynamics.

The paper develops TVBase, a platform that projects biomedical knowledge onto a 3D brain atlas to support neuroimaging analysis and hypothesis generation.

The paper uses computational modeling to show that GABAergic deficits in simulations increase TEP amplitude, aligning with MDD characteristics.

The paper introduces TVB-O, a framework to improve reproducibility and comparability of brain network simulations by standardizing metadata and enabling executable code generation.

TVB-Optim enables efficient parameter estimation for whole-brain network models using automatic differentiation, achieving faster and more scalable optimization than traditional methods.