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2020 – today
- 2024
[i3]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:
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators. CoRR abs/2409.08595 (2024)- 2022
- [c4]Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann:
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices. DSD 2022: 365-369 - [i2]Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann:
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices. CoRR abs/2209.03807 (2022) - 2021
- [c3]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:
Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS 2021: 11-20 - [c2]Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann:
Behavior of Keyword Spotting Networks Under Noisy Conditions. ICANN (1) 2021: 369-378 - [c1]Naci Pekcokguler, Dominique Morche, Adrian Frischknecht, Christoph Gerum, Andreas Burg, Catherine Dehollain:
Dynamic Range and Complexity Optimization of Mixed-Signal Machine Learning Systems. ISCAS 2021: 1-5 - [i1]Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann:
Behavior of Keyword Spotting Networks Under Noisy Conditions. CoRR abs/2109.07930 (2021) - 2020
- [j1]Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, Oliver Bringmann:
UltraTrail: A Configurable Ultralow-Power TC-ResNet AI Accelerator for Efficient Keyword Spotting. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4240-4251 (2020)
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