Neural network based ECG anomaly detection on FPGA and trade-off analysis M Wess, PDS Manoj, A Jantsch 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 67 | 2017 |
Weighted quantization-regularization in DNNs for weight memory minimization toward HW implementation M Wess, SMP Dinakarrao, A Jantsch IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 38 | 2018 |
Learning on hardware: A tutorial on neural network accelerators and co-processors L Baischer, M Wess, N TaheriNejad arXiv preprint arXiv:2104.09252, 2021 | 12 | 2021 |
Annette: Accurate neural network execution time estimation with stacked models M Wess, M Ivanov, C Unger, A Nookala, A Wendt, A Jantsch IEEE Access 9, 3545-3556, 2020 | 9 | 2020 |
ICT emulation platform setup demonstration of smart grid component prototype examples M Meisel, S Wilker, M Wess, A Wendt, T Sauter, G Kienesberger 2016 IEEE 21st International Conference on Emerging Technologies and Factory …, 2016 | 4 | 2016 |
Neural network compression through shunt connections and knowledge distillation for semantic segmentation problems B Haas, A Wendt, A Jantsch, M Wess IFIP International Conference on Artificial Intelligence Applications and …, 2021 | 1 | 2021 |
Embedded machine learning demonstrator M Ivanov, M Wess, A Jantsch Bachelor Thesis, TU Wien, 2021 | 1 | 2021 |
A Pedestrian Detection Case Study for a Traffic Light Controller A Wendt, H Possegger, M Bittner, D Schnöll, M Wess, D Malić, H Bischof, ... Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing …, 2023 | | 2023 |
Energy Profiling of DNN Accelerators M Wess, D Dallinger, D Schnöll, M Bittner, M Götzinger, A Jantsch 2023 26th Euromicro Conference on Digital System Design (DSD), 53-60, 2023 | | 2023 |
Fast, Quantization Aware DNN Training for Efficient HW Implementation D Schnöll, M Wess, M Bittner, M Götzinger, A Jantsch 2023 26th Euromicro Conference on Digital System Design (DSD), 700-707, 2023 | | 2023 |
FPGA optimized dynamic post-training Quantization of Tiny-YoloV3 D Dallinger, M Wess | | 2021 |
DNN Implementations Data Set M Wess, A Jantsch Wien, 2019 | | 2019 |
Computer-Aided Arrhythmia Diagnosis by Learning ECG Signal S Manoj Pudukotai Dinakarrao, M Wess arXiv e-prints, arXiv: 1810.04123, 2018 | | 2018 |
Neural network based electrocardiography anomaly detection M Wess Wien, 2017 | | 2017 |