Adrian Frischknecht

According to our database, Adrian Frischknecht authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators.

Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich, Mika Markus Müller, Federico Nicolás Peccia, Felix Thömmes, Jannik Steinmetz, Valentin Biermaier, Adrian Frischknecht, Paul Palomero Bernardo, Oliver Bringmann

CoRR, 2024

2022

Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices.

Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems.

Naci Pekcokguler, Dominique Morche, Adrian Frischknecht, Christoph Gerum, Andreas Burg, Catherine Dehollain

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Behavior of Keyword Spotting Networks Under Noisy Conditions.

Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Automated HW/SW co-design for edge AI: state, challenges and steps ahead.

Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique

Proceedings of the CODES/ISSS 2021, 2021

2020

UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting.

Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, Oliver Bringmann

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020