Open Theses

We are currently offering the following theses.

Bachelortheses:

Supervisor 1Supervisor 2DateTitelLink
JantschWess11/03/2021Energy Efficient Adaptive Neural Networks for Embedded Hardwarehttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=8615&dsrid=533&thesisId=89084

Mastertheses:

Supervisor 1Supervisor 2DateTitelLink
JantschWess08/04/2021Adaptive Neural Network low bit-width Quantization for image classification, object detection and segmentation targeting FPGAhttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=8461&dsrid=505&thesisId=89961
JantschLechner13/04/2021Consistent Semantic Segmentation of Video Objectshttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=9579&dsrid=362&thesisId=90183
JantschLechner28/09/2020Hardware-Aware Pruning of Neural Networks with Intel Distillerhttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=7234&dsrid=684&thesisId=83157
JantschNima19/05/2016Designing an all-digital DLL for an open-source DDR3 controllerhttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=6371&dsrid=717&thesisId=37487
Jantsch28/06/2018Deep Learning with Reduced Precision Weightshttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=2720&dsrid=822&thesisId=57335
Jantsch28/06/2018Embedded Deep Learning Inference with Shift-CNNhttps://tiss.tuwien.ac.at/thesis/thesisDetails.xhtml?dswid=1203&dsrid=744&thesisId=57337

Finished Theses

See the Results section.

Publications

See the Publication section.