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1. machine_learning1 machine_learning1 Public archive

   Exercise solutions to the computer science Master's class "Machine Learning 1" taught by Prof. Dr. Klaus-Robert Müller during the winter semester 2021/22 at Technische Universität Berlin.

   Jupyter Notebook 3 1

2. machine_learning2 machine_learning2 Public archive

   Notes and exercise solutions to the computer science Master's class "Machine Learning 2" taught by Prof. Dr. Klaus-Robert Müller during the summer semester of 2021 at Technische Universität Berlin.

   Jupyter Notebook 5 2

3. seizure_simulation seizure_simulation Public archive

   Gerster et al. 2020. “FitzHugh–Nagumo Oscillators on Complex Networks Mimic Epileptic-Seizure-Related Synchronization Phenomena.” Chaos 30 (12): 123130.

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4. seizure_propagation seizure_propagation Public archive

   Gerster et al. 2021. "Patient-specific network connectivity combined with a next generation neural mass model to test clinical hypothesis of seizure propagation." Front. Syst. Neurosci. (15) 79.

   Jupyter Notebook

5. separating_periodic_from_aperiodic_PSDs separating_periodic_from_aperiodic_PSDs Public

   Gerster et al. 2022. "Separating neural oscillations from aperiodic 1/f activity: challenges and recommendations."

   Jupyter Notebook 12 4