Open Theses

We are currently offering the following theses.


Supervisor 1Supervisor 2DateTitle
Jantsch Wess 11-15-22 Adaptation of a Latency and Power Estimation Model for ARM Processors
Jantsch Wess 11-15-22 Energy Efficient Adaptive Neural Networks for Embedded Hardware
Jantsch Lechner 11-15-22 Real-time Simultaneous Face Detection and Pose Estimation
Götzinger 12-09-22 Adapting a Railroad Anomaly Detector for Embedded Hardware
Jantsch Wess 06-30-23 AI-Based Audio Effects Device on Raspberry Pi
Jantsch Bittner 07-01-23 RNN-based Time Series Classification on MCUs


Supervisor 1Supervisor 2DateTitle
Jantsch Taherinejad 05-19-16 Designing an all-digital DLL for an open-source DDR3 controller
Jantsch 06-28-18 Deep Learning with Reduced Precision Weights
Jantsch 06-28-18 Embedded Deep Learning Inference with Shift-CNN
Jantsch Lechner 09-28-20 Hardware-Aware Pruning of Neural Networks with Intel Distiller
Jantsch Wess 11-15-22 Adaptive Neural Network low bit-width Quantization for image classification, object detection and segmentation targeting FPGA
Jantsch Lechner 11-15-22 Consistent Semantic Segmentation of Video Objects
Jantsch Lechner 11-15-22 Optimierung von 3D Convolutions auf Embedded Hardware für autonomes Fahren
Jantsch Bittner 11-15-22 Vision based workplace safety monitor in an automotive test bench
Jantsch Schnöll 11-15-22 Analytical Approximation of Statistical Rounding
Jantsch Götzinger 11-30-22 Monocular Depth Estimation using Self/Semi-Supervised Learning
Jantsch Götzinger 11-30-22 Filtering of Rail-track Switches using Ensemble Learning
Jantsch Wess 01-05-23 Exploring FPGA and eGPU for Disaster-Scene Analysis
Jantsch Wess 06-30-23 AI-Based Audio Effects Device
Jantsch Götzinger 07-01-23 Depth-wise Concatenation of Two Pruned Networks
Jantsch Götzinger 07-01-23 Evaluation of Lane Detection CNNs for Rail Tracks
Jantsch Götzinger 07-01-23 Reinforcement Learning for Train Route Prediction
Jantsch Götzinger 07-01-23 Simultaneous Detection and Segmentation of Different Objects

Finished Theses

See the Results section.


See the Publication section.