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ORCIDFabian Kreß
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2020 – today
- 2024
[c24]Tanja Harbaum, Alexey Serdyuk, Fabian Kreß, Tim Hamann, Jens Barth, Peter Kämpf, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jessica Delahaie:
KIHT: Kaligo-Based Intelligent Handwriting Teacher. DATE 2024: 1-6- [c23]Julian Höfer, Matthias Stammler, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker:
BayWatch: Leveraging Bayesian Neural Networks for Hardware Fault Tolerance and Monitoring. DFT 2024: 1-6 - [c22]Fabian Kreß, Vladimir Sidorenko, Iuliia Topko, Kai Lukas Unger, Tanja Harbaum, Jürgen Becker:
VHDL Crash Course: A Multimedia-Based Teaching Approach. GeCon 2024: 1-6 - [c21]Julian Höfer, Michael Gauß, Manuela Adams, Fabian Kreß, Fabian Kempf, Christian Maximilian Karle, Tanja Harbaum, Andreas Barth, Jürgen Becker:
A Challenge-Based Blended Learning Approach for an Introductory Digital Circuits and Systems Course. ISCAS 2024: 1-5 - [c20]Fabian Kreß, El Mahdi El Annabi, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker:
Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems. ISVLSI 2024: 39-44 - [c19]Fabian Kreß, Alexey Serdyuk, Denis Kobsar, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker:
LOTTA: An FPGA-based Low-Power Temporal Convolutional Network Hardware Accelerator. SOCC 2024: 126-131 - [i1]Fabian Kreß, El Mahdi El Annabi, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker:
Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems. CoRR abs/2406.19913 (2024) - 2023
- [j1]Fabian Kreß
, Vladimir Sidorenko, Patrick Schmidt, Julian Höfer, Tim Hotfilter, Iris Walter, Tanja Harbaum, Jürgen Becker:
CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems. Comput. Networks 229: 109759 (2023) - [c18]Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Leonhard Kraft, Tanja Harbaum, Jürgen Becker:
A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs. AICAS 2023: 1-5 - [c17]Fabian Kreß, Alexey Serdyuk, Micha Hiegle, Disnebio Waldmann, Tim Hotfilter, Julian Höfer, Tim Hamann, Jens Barth, Peter Kämpf, Tanja Harbaum, Jürgen Becker:
ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications. DSD 2023: 569-576 - [c16]Julian Höfer, Fabian Kempf, Tim Hotfilter, Fabian Kreß, Tanja Harbaum, Jürgen Becker:
SiFI-AI: A Fast and Flexible RTL Fault Simulation Framework Tailored for AI Models and Accelerators. ACM Great Lakes Symposium on VLSI 2023: 287-292 - [c15]Tim Hotfilter, Patrick Schmidt, Julian Höfer, Fabian Kreß, Tanja Harbaum, Jürgen Becker:
An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload. DroneSE/RAPIDO@HiPEAC 2023: 73-78 - [c14]Julian Höfer, Tim Hotfilter, Fabian Kreß, Chen Qiu, Tanja Harbaum, Jürgen Becker:
A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection. ICVS 2023: 299-309 - [c13]Matthias Stammler, Vladimir Sidorenko, Fabian Kreß, Patrick Schmidt, Jürgen Becker:
Context-Aware Layer Scheduling for Seamless Neural Network Inference in Cloud-Edge Systems. MCSoC 2023: 97-104 - [c12]Fabian Kreß, Johannes Pfau, Fabian Kempf, Patrick Schmidt, Zhuofan He, Tanja Harbaum, Jürgen Becker:
Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing. NorCAS 2023: 1-7 - [c11]Tim Hotfilter, Julian Höfer, Philipp Merz, Fabian Kreß, Fabian Kempf, Tanja Harbaum, Jürgen Becker:
Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency. SOCC 2023: 1-6 - [c10]Alexey Serdyuk, Fabian Kreß, Micha Hiegle, Tanja Harbaum, Jürgen Becker, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jens Barth, Peter Kämpf:
Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen. WF-IoT 2023: 1-6 - 2022
- [c9]Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Juan Miguel De Haro Ruiz, Daniel Jiménez-González, Miquel Moretó, Carlos Álvarez, Jesús Labarta, Imen Baili:
Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs. DATE 2022: 628-631 - [c8]Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, Vladimir Sidorenko, Tanja Harbaum, Jürgen Becker:
Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications. DCOSS 2022: 133-140 - [c7]Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili:
Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. ISVLSI 2022: 371-372 - [c6]Fabian Kreß, Alexey Serdyuk, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker, Tim Hamann:
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen. MECO 2022: 1-4 - [c5]Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, El Mahdi El Annabi, Tanja Harbaum, Jürgen Becker:
Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA. PKDD/ECML Workshops (1) 2022: 557-568 - [c4]Fabian Kempf, Julian Höfer, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker:
Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors. SOCC 2022: 1-6 - 2021
- [c3]Fabian Lesniak, Fabian Kreß, Jürgen Becker:
Transparent Near-Memory Computing with a Reconfigurable Processor. ARC 2021: 221-231 - [c2]Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Jürgen Becker:
FLECSim-SoC: A Flexible End-to-End Co-Design Simulation Framework for System on Chips. SoCC 2021: 83-88
2010 – 2019
- 2018
- [c1]Leonard Masing, Akshay Srivatsa, Fabian Kreß, Nidhi Anantharajaiah, Andreas Herkersdorf, Jürgen Becker:
In-NoC Circuits for Low-Latency Cache Coherence in Distributed Shared-Memory Architectures. MCSoC 2018: 138-145
Coauthor Index
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last updated on 2024-12-03 20:29 CET by the dblp team
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