About
I am a PhD student at the Institute for Theoretical Computer Science, University of Technology Graz. Under supervision of Professor Wolfgang Maass, I design and investigate algorithms to advance learning mechanism in brain-inspired artificial neural nets. In particular, my interests include topics of Computational Neuroscience, Machine- and Deep Learning.
You can reach out to me at: [firstname] [dot] [lastname] [at] [tugraz] [dot] [at]
Publications
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Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets
Bellec G*, Scherr F*, Hajek E, Salaj D, Legenstein R, Maass W
[arXiv 2019] -
Spike-based agents for Multi-armed bandits (Master's thesis 2017, Information and Computer Engineering)
Advisor: Prof. Wolfgang Maass
[PDF] -
Gradient-based optimization of AMEA parameters (Bachelor's thesis 2017, Physics)
Advisor: Prof. Wolfgang von der Linden
[PDF] -
Automated Security Proofs for Symmetric Ciphers (Bachelor's thesis 2015, Telematik)
Advisor: Maria Eichlseder
[PDF]
* equal contribution and team work