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 at EPFL, Switzerland. Before that, I completed my PhD with Wolfgang Maass in the Institute of Theoretical Computer Science at the Technical University of Graz, Austria. I developped theories of neural networks and learning inspired by recent discoveries in neuroscience. One major achievement of my PhD was to show that a competitive form of artificial intelligence can emerge from neuron models communicating via short electric pulses like in the brain.

During my studies, I acquired strong competences in applied mathematics and machine learning. Eager to also apply that to fun and useful applications, 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 amator musicians praticing their instruments.

Code resources

Main publications

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

(*: equal contributions and team work)

Teaching