For Master / Bachelor thesis we currently offer the following open topics. If you are interested in one of the topics, don't hesitate to contact us. We would be happy to discuss the topic with you in a physical meeting.
Converting CNNs into Digital Logic with Class Importance
Explaining Neural Networks with Dynamic Inference
Automatic combinational circuit generation with neural networks
Master thesis
Ongoing Master Thesis
- Layer-wise Selection of Weights and Activations for Power-Efficient Neural Network Acceleration. Fiona Ball (29.02.2024 - 28.08.2024)
- Efficient Circuits of Convolutional Neural Networks. Chen Zhang (04.04.2024 - 02.10.2024)
Finished Master Theses
- Pruning Neural Networks with Classification Activation Paths Mengnan Jiang (21.02.2023 - 21.08.2023)
- Quantization for Neural Networks based on Classification Difficulty Wanqi Wang (01.03.2023 - 15.09.2023)
- Neural Network Accelerator Design with Logic Minimization Carlos José Llorente Cortijo (06.04.2023 - 26.09.2023)