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
Understanding direction selectivity of dendrites in pyramidal cells B/P Robert Legenstein
Learning of delays in spiking neural networks B/P/M Robert Legenstein
Predictive learning with SNNs B/P/M Robert Legenstein
Unsupervised sequence learning in SNNs B/P/M Robert Legenstein
Security of SNNs against adversarial bit-flip attacks B/P Ozan Özdenizci
Privacy in deep learning: Deleting training data from neural networks on demand P/M Ozan Özdenizci
Artificial architectural intelligence: Generating 3D geometries with diffusion models B/P/M Ozan Özdenizci

Institute of Theoretical Computer Science
Inffeldgasse 16b/I
8010 Graz

Phone: +43 (0) 316 / 873 - 5811
Fax:       +43 (0) 316 / 873 - 5805

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