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Matthias Wess
Matthias Wess
Siemens, ICT Vienna, TU Wien
Dirección de correo verificada de siemens.com
Título
Citado por
Citado por
Año
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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Artículos 1–14