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Matthias Wess
Matthias Wess
Siemens, ICT Vienna, TU Wien
Verified email at siemens.com
Title
Cited by
Cited by
Year
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
672017
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
382018
Learning on hardware: A tutorial on neural network accelerators and co-processors
L Baischer, M Wess, N TaheriNejad
arXiv preprint arXiv:2104.09252, 2021
122021
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
92020
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
42016
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
12021
Embedded machine learning demonstrator
M Ivanov, M Wess, A Jantsch
Bachelor Thesis, TU Wien, 2021
12021
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
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