Fabian Kreß
Orcid: 0000-0002-1700-5778
According to our database1,
Fabian Kreß
authored at least 24 papers
between 2018 and 2024.
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Bibliography
2024
Proceedings of the 37th IEEE International System-on-Chip Conference, 2024
Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024
A Challenge-Based Blended Learning Approach for an Introductory Digital Circuits and Systems Course.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Proceedings of the 3rd IEEE German Education Conference, GeCon 2024, Munich, 2024
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024
2023
CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems.
Comput. Networks, June, 2023
Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023
Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency.
Proceedings of the 36th IEEE International System-on-Chip Conference, 2023
Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing.
Proceedings of the IEEE Nordic Circuits and Systems Conference, 2023
Context-Aware Layer Scheduling for Seamless Neural Network Inference in Cloud-Edge Systems.
Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023
A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection.
Proceedings of the Computer Vision Systems: 14th International Conference, 2023
An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload.
Proceedings of the DroneSE and RAPIDO: System Engineering for constrained embedded systems, 2023
SiFI-AI: A Fast and Flexible RTL Fault Simulation Framework Tailored for AI Models and Accelerators.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023
2022
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022
Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022
Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022
Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
2021
FLECSim-SoC: A Flexible End-to-End Co-Design Simulation Framework for System on Chips.
Proceedings of the 34th IEEE International System-on-Chip Conference, 2021
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2021
2018
In-NoC Circuits for Low-Latency Cache Coherence in Distributed Shared-Memory Architectures.
Proceedings of the 12th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2018