Kontakt
Raum: 43.2.410
Tel. 0731 - 50 26218
simon.wilhelmstaetter(at)uni-ulm.de
M.Sc. Simon Wilhelmstätter
I studied electrical engineering at the University of Ulm, where I received my B.Sc. degree with a minor in Computer Science in 2020 and my M.Sc. degree in 2023. Beginning in April 2022, I completed a 7-month internship at the Robert Bosch Research and Technology Center in Sunnyvale, CA. The title of my Master's Thesis was "Design and Implementation of the Dataflow for a Versatile Neural-Network Inference-System".
In September 2023 I started working towards my Ph.D. degree at the Institute of Microelectronics at the University of Ulm under the supervision of Prof. Dr.-Ing. Maurits Ortmanns.
Publikationen
2024
5.
Conrad,
J.;
Wilhelmstätter,
S.;
Asthana,
R.;
Belagiannis,
V.;
Ortmanns,
M.
Differentiable Cost Model for Neural-Network Accelerator Regarding Memory Hierarchy
IEEE Transactions on Circuits and Systems I: Regular Papers ( Early Access )
Oktober 2024
Differentiable Cost Model for Neural-Network Accelerator Regarding Memory Hierarchy
IEEE Transactions on Circuits and Systems I: Regular Papers ( Early Access )
Oktober 2024
| DOI: | 10.1109/TCSI.2024.3476534 |
4.
Conrad,
J.;
Kauffman,
J. G.;
Wilhelmstätter,
S.;
Asthana,
R.;
Belagiannis,
V.;
Ortmanns,
M.
Confidence Estimation and Boosting for Dynamic-Comparator Transient-Noise Analysis
22nd IEEE Interregional NEWCAS Conference (NEWCAS)
September 2024
Confidence Estimation and Boosting for Dynamic-Comparator Transient-Noise Analysis
22nd IEEE Interregional NEWCAS Conference (NEWCAS)
September 2024
| DOI: | 10.1109/NewCAS58973.2024.10666354 |
3.
Wilhelmstätter,
S.;
Conrad,
J.;
Upadhyaya,
D.;
Polian,
I.;
Ortmanns,
M.
Enabling Power Side-Channel Attack Simulation on Mixed-Signal Neural Network Accelerators
IEEE International Conference on Omni-Layer Intelligent Systems (COINS), London, UK
Juli 2024
Enabling Power Side-Channel Attack Simulation on Mixed-Signal Neural Network Accelerators
IEEE International Conference on Omni-Layer Intelligent Systems (COINS), London, UK
Juli 2024
2.
Conrad,
J.;
Wilhelmstätter,
S.;
Asthana,
R.;
Belagiannis,
V.;
Ortmanns,
M.
Too-Hot-to-Handle: Insights into Temperature and Noise Hyperparameters for Differentiable Neural-Architecture-Searches
6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Abu-Dhabi, UAE
April 2024
Too-Hot-to-Handle: Insights into Temperature and Noise Hyperparameters for Differentiable Neural-Architecture-Searches
6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Abu-Dhabi, UAE
April 2024
| DOI: | 10.1109/AICAS59952.2024.10595971 |
1.
Wilhelmstätter,
S.;
Conrad,
J.;
Upadhyaya,
D.;
Polian,
I.;
Ortmanns,
M.
Attacking a Joint Protection Scheme for Deep Neural Network Hardware Accelerators and Models
6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Abu Dhabi, UAE
April 2024
Attacking a Joint Protection Scheme for Deep Neural Network Hardware Accelerators and Models
6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Abu Dhabi, UAE
April 2024
| DOI: | 10.1109/AICAS59952.2024.10595935 |
Wissenschaftl. Mitarbeiter
