Fabian Kreß - RankMe

31 papers A 2B 1C 3Journal 4Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep Neural Network Inference Partitioning in Embedded Hybrid Analog-Digital Systems. ISQED Fabian Kreß, Julian Höfer, Qiushi Lin, Patrick Schmidt, Zhenhua Zhu, Yu Zhu, Tanja Harbaum, Yu Wang, Jürgen Becker
2025	J	`jnl`	General Compilation and Mixed-Precision Partitioning: A Combined Approach for Adaptive On-Device Learning. IEEE Trans. Very Large Scale Integr. Syst. Iuliia Topko, Fabian Kreß, Tanja Harbaum, Jürgen Becker
2025	—	`—`	Ressourcenbasierte Inferenz-Partitionierung von Deep Neural Networks in eingebetteten Systemen. Fabian Kreß
2024	C	`conf`	A Challenge-Based Blended Learning Approach for an Introductory Digital Circuits and Systems Course. ISCAS Julian Höfer, Michael Gauß, Manuela Adams, Fabian Kreß, Fabian Kempf, Christian Maximilian Karle, Tanja Harbaum, Andreas Barth, Jürgen Becker
2024	—	`conf`	Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems. ISVLSI Fabian Kreß, El Mahdi El Annabi, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker
2024	J	`jnl`	Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems. CoRR Fabian Kreß, El Mahdi El Annabi, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	BayWatch: Leveraging Bayesian Neural Networks for Hardware Fault Tolerance and Monitoring. DFT Julian Höfer, Matthias Stammler, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
2024	J	`jnl`	Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization. IEEE Embed. Syst. Lett. Konstantinos Balaskas, Heba Khdr, Mohammed Bakr Sikal, Fabian Kreß, Kostas Siozios, Jürgen Becker, Jörg Henkel
2024	—	`conf`	Improving Online Handwriting Trajectory Reconstruction Based on Temporal Convolutional Networks. SDF Alexey Serdyuk, Fabian Kreß, Iuliia Topko, Tanja Harbaum, Jürgen Becker, Tim Hamann, Peter Kämpf
2024	A	`conf`	KIHT: Kaligo-Based Intelligent Handwriting Teacher. DATE Tanja Harbaum, Alexey Serdyuk, Fabian Kreß, Tim Hamann, Jens Barth, Peter Kämpf, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jessica Delahaie
2024	—	`conf`	LOTTA: An FPGA-based Low-Power Temporal Convolutional Network Hardware Accelerator. SOCC Fabian Kreß, Alexey Serdyuk, Denis Kobsar, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	VHDL Crash Course: A Multimedia-Based Teaching Approach. GeCon Fabian Kreß, Vladimir Sidorenko, Iuliia Topko, Kai Lukas Unger, Tanja Harbaum, Jürgen Becker
2023	C	`conf`	A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection. ICVS Julian Höfer, Tim Hotfilter, Fabian Kreß, Chen Qiu, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs. AICAS Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Leonhard Kraft, Tanja Harbaum, Jürgen Becker
2023	C	`conf`	ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications. DSD Fabian Kreß, Alexey Serdyuk, Micha Hiegle, Disnebio Waldmann, Tim Hotfilter, Julian Höfer, Tim Hamann, Jens Barth, Peter Kämpf, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload. DroneSE/RAPIDO@HiPEAC Tim Hotfilter, Patrick Schmidt, Julian Höfer, Fabian Kreß, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing. NorCAS Fabian Kreß, Johannes Pfau, Fabian Kempf, Patrick Schmidt, Zhuofan He, Tanja Harbaum, Jürgen Becker
2023	J	`jnl`	CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems. Comput. Networks Fabian Kreß, Vladimir Sidorenko, Patrick Schmidt, Julian Höfer, Tim Hotfilter, Iris Walter, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Context-Aware Layer Scheduling for Seamless Neural Network Inference in Cloud-Edge Systems. MCSoC Matthias Stammler, Vladimir Sidorenko, Fabian Kreß, Patrick Schmidt, Jürgen Becker
2023	—	`conf`	Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency. SOCC Tim Hotfilter, Julian Höfer, Philipp Merz, Fabian Kreß, Fabian Kempf, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	SiFI-AI: A Fast and Flexible RTL Fault Simulation Framework Tailored for AI Models and Accelerators. ACM Great Lakes Symposium on VLSI Julian Höfer, Fabian Kempf, Tim Hotfilter, Fabian Kreß, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen. WF-IoT Alexey Serdyuk, Fabian Kreß, Micha Hiegle, Tanja Harbaum, Jürgen Becker, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jens Barth, Peter Kämpf
2022	—	`conf`	Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA. PKDD/ECML Workshops (1) Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, El Mahdi El Annabi, Tanja Harbaum, Jürgen Becker
2022	—	`conf`	Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. ISVLSI Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili
2022	B	`conf`	Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications. DCOSS Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, Vladimir Sidorenko, Tanja Harbaum, Jürgen Becker
2022	—	`conf`	Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen. MECO Fabian Kreß, Alexey Serdyuk, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker, Tim Hamann
2022	—	`conf`	Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors. SOCC Fabian Kempf, Julian Höfer, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
2022	A	`conf`	Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs. DATE Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Juan Miguel De Haro Ruiz, Daniel Jiménez-González, Miquel Moretó, Carlos Álvarez, Jesús Labarta, Imen Baili
2021	—	`conf`	FLECSim-SoC: A Flexible End-to-End Co-Design Simulation Framework for System on Chips. SoCC Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Jürgen Becker
2021	—	`conf`	Transparent Near-Memory Computing with a Reconfigurable Processor. ARC Fabian Lesniak, Fabian Kreß, Jürgen Becker
2018	—	`conf`	In-NoC Circuits for Low-Latency Cache Coherence in Distributed Shared-Memory Architectures. MCSoC Leonard Masing, Akshay Srivatsa, Fabian Kreß, Nidhi Anantharajaiah, Andreas Herkersdorf, Jürgen Becker