Paul Palomero Bernardo
Paul Palomero Bernardo
University of Tübingen
Dpt. of Computer Science
Embedded Systems
Sand 13
72076 Tübingen
Germany
- Telephone
- +49 - (0) 70 71 - 29 - 75458
- Telefax
- +49 - (0) 70 71 - 29 - 50 62
- Office
- Sand 13, B205
- Office hours
- by appointment
Publications
2022
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices
by Christoph Gerum, Adrian Frischknecht, Paul Palomero Bernardo, Tobias Hald, Konstantin Lübeck, and Oliver BringmannIn 2022 25th Euromicro Conference on Digital System Design (DSD), pages 1-8, 2022.
Keywords: Machine Learning, Neural Networks, AutoML, Neural Architecture Search
2020
UltraTrail: A Configurable Ultra-Low Power TC-ResNet AI Accelerator for Efficient Keyword Spotting
by Paul Palomero Bernardo, Christoph Gerum, Adrian Frischknecht, Konstantin Lübeck, and Oliver BringmannIn 2020 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), pages 1-12, 2020.
Research projects
Teaching
| Efficient Machine Learning in Hardware | Summer 2021 Summer 2022 |
|---|---|
| Moderne Architekturen Eingebetteter Systeme | Winter 2020 |
| Proseminar: Moderne Architekturen Eingebetteter Systeme | Winter 2021 |