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ORCIDJulian Höfer
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2020 – today
- 2024
[c24]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- [c23]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 - [c22]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 - [c21]Matthias Stammler, Julian Höfer, Patrick Schmidt, Tanja Harbaum, Jürgen Becker:
ICE TEA: Insertion of Custom Early Exits for Time-, Energy- & Anomaly-Aware Neural Networks. ISVLSI 2024: 656-660 - [c20]Shaown Mojumder, Simon Friedrich, Emil Matús, Gerhard P. Fettweis, Matthias Lüders, Martin Friedrich, Oliver Renke, Holger Blume, Julian Höfer, Patrick Schmidt, Jürgen Becker, Darius Grantz, Markus Kock, Jens Benndorf, Nael Fasfous, Pierpaolo Morì, Hans-Jörg Vögel, Samira Ahmadifarsani, Leonidas Kontopoulos, Ulf Schlichtmann, Kay Bierzynski:
ZuSE-KI-Mobil AI Chip Design Platform: An Overview. NorCAS 2024: 1-7 - [c19]Marc Neu, Christian Maximilian Karle, Patrick Schmidt, Julian Höfer, Tanja Harbaum, Jürgen Becker:
A Dynamically Pipelined Dataflow Architecture for Graph Convolutions in Real-Time Event Interpretation. SOCC 2024: 1-6 - [c18]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) - [c17]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 - [c16]Fabian Kempf, Julian Höfer, Tanja Harbaum, Jürgen Becker, Nael Fasfous, Alexander Frickenstein, Hans-Jörg Vögel, Simon Friedrich, Robert Wittig, Emil Matús, Gerhard P. Fettweis, Matthias Lüders, Holger Blume, Jens Benndorf, Darius Grantz, Martin Zeller, Dietmar Engelke, Karl-Heinz Eickel:
The ZuSE-KI-Mobil AI Accelerator SoC: Overview and a Functional Safety Perspective. DATE 2023: 1-6 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [c11]Matthias Stammler, Julian Höfer, David Kraus, Patrick Schmidt, Tim Hotfilter, Tanja Harbaum, Jürgen Becker:
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection. INNS DLIA@IJCNN 2023: 499-508 - [c10]Fabian Kempf, Julian Höfer, Tim Hotfilter, Jürgen Becker:
A Low-Stall Methodology for an Interleaved Processor State Replication. MCSoC 2023: 276-283 - [c9]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 - 2022
- [c8]Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Driton Salihu, Julian Höfer, Anmol Singh, Naveen Shankar Nagaraja, Hans-Jörg Vögel, Nguyen Anh Vu Doan, Maurizio Martina, Jürgen Becker, Walter Stechele:
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms. DATE 2022: 238-243 - [c7]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 - [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]Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Mohamed Badawy, Felix Hundhausen, Julian Höfer, Naveen Shankar Nagaraja, Christian Unger, Hans-Jörg Vögel, Jürgen Becker, Tamim Asfour, Walter Stechele:
Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands. ICRA 2021: 13430-13437 - [c2]Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker:
Embedded Face Recognition for Personalized Services in the Assistive Robotics. PKDD/ECML Workshops (1) 2021: 339-350 - [c1]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
Coauthor Index
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last updated on 2024-12-03 20:28 CET by the dblp team
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