Skip to content
View moritz-gerster's full-sized avatar
24 followers · 9 following

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

Highlights

  • Pro

Block or report moritz-gerster

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
moritz-gerster/README.md

Hi there 👋

I'm a physicist with expertise in biomedical signal processing, Python programming, and computational modeling, focused on real-world health data and neurotechnology applications.

I’ve published first-author papers in computational neuroscience, clinical neurophysiology, and signal analysis methodology (340+ citations).

I've contributed to open-source neuroscience tools, including bug fixes and feature enhancements for mne-python (#10656, #11245, #11502, #11640), extended mne-bids (#1103), and provided signal analysis methodology expertise to enhance yasa (#42).

Tech Focus: Python · NumPy · SciPy · MNE · scikit-learn · Signal Processing · Spectral Analysis · ML

📄 View My Resume (PDF)

Pinned Loading

  1. 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 14 6

  2. STN_broadband_power STN_broadband_power Public

    Gerster et al. 2025. "Beyond beta rhythms: Subthalamic aperiodic broadband power reflects Parkinson’s disease severity–a multicenter study."

    Python 1

  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.

    1

  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. 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 2 1

  6. 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 6 2