Fabian Kreß

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 20

Top Topics

Online Handwriting

Blended Learning

Top Venues

Publications

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)
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 (2024)
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)
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)
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)
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)
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)
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)
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)
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)
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 (2023)
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)
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)
Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili
Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. ISVLSI (2022)
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)
Fabian Kempf, Julian Höfer, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors. SOCC (2022)
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)
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)
Fabian Lesniak, Fabian Kreß, Jürgen Becker
Transparent Near-Memory Computing with a Reconfigurable Processor. ARC (2021)
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)