2 papers
q-bio.NC2022
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer
Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann
Functional connectivity plays an essential role in modern neuroscience. The modality sheds light on the brain's functional and structural aspects, including mechanisms behind multi…
cs.LG2022
Learning Generative Factors of EEG Data with Variational auto-encoders
Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann
Electroencephalography produces high-dimensional, stochastic data from which it might be challenging to extract high-level knowledge about the phenomena of interest. We address thi…