Julian Höfer

33 papers A* 1A 2B 1C 3Misc 1Journal 3Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
A Pixel Histogram-Based Safety Mechanism and Fault Detection Methodology for a Robust Image Signal Processor.
ACM Great Lakes Symposium on VLSI
Julian Höfer, Patrick Schmidt, Hella Toto-Kiesa, Sebastian Höfer, Gregor Schewior, Dietmar Engelke, Karl-Heinz Eickel, Darius Grantz, Tanja Harbaum, Jürgen Becker
2025 — conf
BayNNgine: Hardware-Enabled Bayesian Neural Network Support for Dependable AI Inference.
SOCC
Julian Höfer, Fabian Lesniak, Annina Gutermann, Felix Wöran, Tanja Harbaum, Jürgen Becker
2025 — conf
CH2AI: Dynamic Checkpoint Scheduling of Anytime Neural Networks on Heterogeneous Units.
MCSoC
Matthias Stammler, Georgios Sotiropoulos, Julian Höfer, Tanja Harbaum, Krishnendu Guha, Amlan Chakrabarti, Jürgen Becker
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 — conf
Project-Based Hardware Design Laboratory for Undergraduates in Electrical Engineering.
GeCon
Christian Maximilian Karle, Iris Fürst-Walter, Florian Schade, Julian Höfer, Fabian Lesniak, Tanja Harbaum, Jürgen Becker
2025 Misc conf
Special Session - Hardware-Software Co-Design for Machine Learning Systems Made Open-Source.
CODES+ISSS
Mehdi B. Tahoori, Vincent Meyers, Mahboobe Sadeghipour Roodsari, Huashuangyang Xu, Jürgen Becker, Tanja Harbaum, Felix Frombach, Julian Höfer, Georgios Sotiropoulos, Jörg Henkel, Zeynep Demirdag, Heba Khdr, Hassan Nassar, Ulf Schlichtmann, Johannes Geier, Philipp van Kempen, Georg Sigl, Stefan Koegler, Matthias Probst, Jürgen Teich, Frank Hannig, Muhammad Sabih, Batuhan Sesli, Norbert Wehn, Lukas Steiner, Wolfgang Kunz, Mohamed Shelkamy Ali
2025 J jnl
ZuSE-KI-Mobil: AI Chip Design Platform for Automotive and Industrial Applications.
IEEE Trans. Very Large Scale Integr. Syst.
Shaown Mojumder, Simon Friedrich, Emil Matús, Matthias Lüders, Martin Friedrich, Oliver Renke, Holger Blume, Markus Kock, Gregor Schewior, Darius Grantz, Jens Benndorf, Julian Höfer, Patrick Schmidt, Jürgen Becker, Nael Fasfous, Pierpaolo Morì, Hans-Jörg Vögel, Samira Ahmadifarsani, Leonidas Kontopoulos, Ulf Schlichtmann, Yun-Jin Li, Gerhard P. Fettweis
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
A Dynamically Pipelined Dataflow Architecture for Graph Convolutions in Real-Time Event Interpretation.
SOCC
Marc Neu, Christian Maximilian Karle, Patrick Schmidt, Julian Höfer, Tanja Harbaum, 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 — conf
ICE TEA: Insertion of Custom Early Exits for Time-, Energy- & Anomaly-Aware Neural Networks.
ISVLSI
Matthias Stammler, Julian Höfer, Patrick Schmidt, Tanja Harbaum, Jürgen Becker
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
ZuSE-KI-Mobil AI Chip Design Platform: An Overview.
NorCAS
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
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 — conf
A Low-Stall Methodology for an Interleaved Processor State Replication.
MCSoC
Fabian Kempf, Julian Höfer, Tim Hotfilter, 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 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
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection.
INNS DLIA@IJCNN
Matthias Stammler, Julian Höfer, David Kraus, Patrick Schmidt, Tim Hotfilter, Tanja Harbaum, 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 A conf
The ZuSE-KI-Mobil AI Accelerator SoC: Overview and a Functional Safety Perspective.
DATE
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
2022 A conf
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms.
DATE
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
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 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
2021 A* conf
Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands.
ICRA
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
2021 — conf
Embedded Face Recognition for Personalized Services in the Assistive Robotics.
PKDD/ECML Workshops (1)
Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker
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