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Julian Höfer
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Journal Articles
- 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)
Conference and Workshop Papers
- 2024
- [c17]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 - 2023
- [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [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
Informal and Other Publications
- 2024
- [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)
Coauthor Index
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last updated on 2024-08-05 21:15 CEST by the dblp team
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