Tim Hotfilter

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Power Electronics

Top Venues

PKDD/ECML Workshops (1)

INNS DLIA@IJCNN

Publications

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 (2024)
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)
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)
Anqi Chu, Chris Manuel Hermann, Johannes Silz, Johannes Pfau, Kevin Muñoz Barón, Nidhi Anantharajaiah, Patrick Schmidt, Tim Hotfilter, Xiang Xie, Jürgen Becker, Ingmar Kallfass, Jörg Roth-Stielow, Wilhelm Stork
LETSCOPE: Lifecycle Extensions Through Software-Defined Predictive Control of Power Electronics. EUROCON (2023)
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)
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)
Daniel Hofman, M. Brcic, Mario Kovac, Tim Hotfilter, Jürgen Becker, Dominik Reinhardt, S. M. Grigorescu, R. Stevens, T. T. Vo
European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System. SOCC (2023)
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)
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 (2023)
Fabian Kempf, Julian Höfer, Tim Hotfilter, Jürgen Becker
A Low-Stall Methodology for an Interleaved Processor State Replication. MCSoC (2023)
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)
Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Juan Miguel De Haro Ruiz, Daniel Jiménez-González, Miquel Moretó, Carlos Álvarez, Jesús Labarta, Imen Baili
Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs. DATE (2022)
Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili
Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. ISVLSI (2022)
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)
Fabian Kempf, Julian Höfer, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors. SOCC (2022)
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)
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)
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)
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)
Tim Hotfilter, Fabian Kempf, Jürgen Becker, Dominik Reinhardt, Imen Baili
Embedded Image Processing the European Way: A new platform for the future automotive market. WF-IoT (2020)