Georgia Institute of Technology Petit Institute Research Centers

Dr. Dovrolis' group focuses on the overlap between Network Science (the study of complex systems using network modeling and graph mining methods), Neuroscience, and Machine Learning. In a first research thrust, we aim to understand the brain using computational models and network analysis methods, leveraging the rich datasets that are becoming available about the brain's connectome and activity. In a second research thrust, we design novel machine learning architectures that are neuro-inspired and that can learn in an unsupervised, adaptive and robust manner.