guillaumeBellec.github.io

Guillaume Bellec

Code resources - Publications - Teaching

Postdoc at the Laboratory of Computational Neuroscience
Ecole Polytechnique Fédérale de Lausanne (EPFL)
guillaume @ bellec . eu
CV

Photo

I am now a postdoc with Wulfram Gerstner in the Laboratory of Computational Neuroscience of EPFL. Before that I completed my PhD with Wolfgang Maass in the Institute of Theoretical Computer Science at the Technical University of Graz in Austria. There, I developped learning theories for network models that are inspired by recent discoveries in neuroscience. We have shown for the first time that our models were competitive against advanced artificial intelligence systems, even if they model explicitly the electrical pulses that neurons exchange in the brain. I hope that my research with help understanding how intelligence emerges from the electrical activity of the animal nervous systems.

During my master and my PhD, I acquired strong competences in applied mathematics and machine learning. Eager to also apply that to concrete problems, I developed ChordAI with Vivien Seguy. This mobile app can recognize guitar chords in real-time using deep learning technology. It is available for download since 2019 and I hope that it will help many amator musicians to enjoy praticing their instruments.

Code resources

Main publications

For a complete list of publications, visit my google scholar profile.

(*: equal contributions and team work)

Teaching