Open Student Projects, Bachelor and Master Theses at the Institute of Theoretical Computer Science

We are looking for highly motivated students who want to participate, during their Bachelor/Master Project and/or Thesis, in research on areas of machine learning, deep learning, and brain-inspired paradigms for computing and learning. Concete topics for Bachelor theses (B), seminar projects (P), Master theses (M) are listed below. Topics can be specialized further in discussion with the student, in order to accomodate prior knowledge and interests.

Project Topic Type Contact
Learning compact codes for prediction B/P/M Robert Legenstein
Learning models for reinforcement learning B/P/M Robert Legenstein
Predictive learning with SNNs B/P/M Robert Legenstein
Learning with random weights B/P/M Robert Legenstein
Security of SNNs against adversarial bit-flip attacks B/P Ozan Özdenizci
Generative deep learning with diffusion models for structural design P Ozan Özdenizci
     
Contact
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Institute of Theoretical Computer Science
Inffeldgasse 16b/I
8010 Graz

Phone: +43 (0) 316 / 873 - 5811
Fax:       +43 (0) 316 / 873 - 5805
marion.rabitschnoSpam@tugraz.at


Head
Univ.-Prof. Dipl.-Ing. Dr. techn. Robert Legenstein