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About me

I am a senior postdoc with a background in electrical/biomedical engineering and computer engineering. I work in the Educational Neuroscience group at the Institute of Psychology, University of Graz, Austria.

I am interested in neuroscientific substrates of number processing and arithmetic, EEG oscillations and connectivity analysis, biomedical signal processing, applied machine learning and statistics, brain-computer interfaces, and software development. I am a big fan of open source software and I believe that science should be open as well, including data and analysis scripts. Python is my favorite language, but I also enjoy performing data analysis and statistical tests with R (thanks in particular to its awesome Tidyverse). I have also started to use (and like) Julia recently.

I maintain and develop the following projects:

  • MNELAB, a graphical user interface for processing EEG/MEG data using MNE
  • SleepECG, a Python package for sleep staging using ECG
  • HeartBeats.jl, a Pan-Tompkins R-peak ECG detector in Julia
  • XDF.jl, a Julia package for reading XDF files
  • SigViewer, a Qt/C++ based biosignal visualization tool
  • SCoT, a Python package for EEG-based source connectivity estimation

In addition, I am part of the MNE, pybv, and pyXDF development teams, and I have contributed to numerous open source projects such as scikit-learn, pandas, IPython, PsychoPy, SciPy, Matplotlib, BioSig, and several smaller contributions for other projects (check out my GitHub profile for a detailed activity summary).

I mainly work on macOS, but I also like Arch Linux, for which I maintain several AUR packages.

Clemens Brunner's Projects

aoc2021 icon aoc2021

Advent of Code 2021 Solutions in Julia

dsp.jl icon dsp.jl

Filter design, periodograms, window functions, and other digital signal processing functionality

edfio icon edfio

Read and write EDF/EDF+ files.

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

mne-bids icon mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

mne-python icon mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

neuro icon neuro

HoloViz+Bokeh for Neuroscience

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