Matthias Wess

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Monte Carlo Simulation

Top Venues

Publications

Matthias Wess, Daniel Schnöll, Dominik Dallinger, Matthias Bittner, Axel Jantsch
Conformal Prediction Based Confidence for Latency Estimation of DNN Accelerators: A Black-Box Approach. IEEE Access 12 (2024)
Matthias Wess, Dominik Dallinger, Daniel Schnöll, Matthias Bittner, Maximilian Götzinger, Axel Jantsch
Energy Profiling of DNN Accelerators. DSD (2023)
Daniel Schnöll, Matthias Wess, Matthias Bittner, Maximilian Götzinger, Axel Jantsch
Fast, Quantization Aware DNN Training for Efficient HW Implementation. DSD (2023)
Laura Medina, Salva Carrion, Pablo Andreu, Tomás Picornell, Jose Flich, Carles Hernández, Michael Sandoval, Markel Sainz, Charles-Alexis Lefebvre, Martin Rönnbäck, Martin Matschnig, Matthias Wess, Herbert Taucher
The SELENE Deep Learning Acceleration Framework for Safety-related Applications. DATE (2022)
Matthias Wess, Matvey Ivanov, Anvesh Nookala, Christoph Unger, Alexander Wendt, Axel Jantsch
ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models. CoRR (2021)
Matthias Wess, Matvey Ivanov, Christoph Unger, Anvesh Nookala, Alexander Wendt, Axel Jantsch
ANNETTE: Accurate Neural Network Execution Time Estimation With Stacked Models. IEEE Access 9 (2021)
Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess
Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems. AIAI (2021)
Lukas Baischer, Matthias Wess, Nima Taherinejad
Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors. CoRR (2021)
Matthias Wess, Sai Manoj Pudukotai Dinakarrao, Axel Jantsch
Weighted Quantization-Regularization in DNNs for Weight Memory Minimization Toward HW Implementation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Matthias Wess, Sai Manoj P. D., Axel Jantsch
Neural network based ECG anomaly detection on FPGA and trade-off analysis. ISCAS (2017)
Marcus Meisel, Stefan Wilker, Matthias Wess, Alexander Wendt, Thilo Sauter, Georg Kienesberger
ICT emulation platform setup demonstration of smart grid component prototype examples. ETFA (2016)