Tim Hotfilter

According to our database, Tim Hotfilter authored at least 19 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems.

Fabian Kreß, Vladimir Sidorenko, Patrick Schmidt, Julian Höfer, Tim Hotfilter, Iris Walter, Tanja Harbaum, Jürgen Becker

Comput. Networks, June, 2023

Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency.

Tim Hotfilter, Julian Höfer, Philipp Merz, Fabian Kreß, Fabian Kempf, Tanja Harbaum, Jürgen Becker

Proceedings of the 36th IEEE International System-on-Chip Conference, 2023

European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System.

Daniel Hofman, M. Brcic, Mario Kovac, Tim Hotfilter, Jürgen Becker, Dominik Reinhardt, S. M. Grigorescu, R. Stevens, T. T. Vo

Proceedings of the 36th IEEE International System-on-Chip Conference, 2023

A Low-Stall Methodology for an Interleaved Processor State Replication.

Fabian Kempf, Julian Höfer, Tim Hotfilter, Jürgen Becker

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection.

Matthias Stammler, Julian Höfer, David Kraus, Patrick Schmidt, Tim Hotfilter, Tanja Harbaum, Jürgen Becker

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload.

Tim Hotfilter, Patrick Schmidt, Julian Höfer, Fabian Kreß, Tanja Harbaum, Jürgen Becker

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.

Julian Höfer, Fabian Kempf, Tim Hotfilter, Fabian Kreß, Tanja Harbaum, Jürgen Becker

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

LETSCOPE: Lifecycle Extensions Through Software-Defined Predictive Control of Power Electronics.

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

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications.

Fabian Kreß, Alexey Serdyuk, Micha Hiegle, Disnebio Waldmann, Tim Hotfilter, Julian Höfer, Tim Hamann, Jens Barth, Peter Kämpf, Tanja Harbaum, Jürgen Becker

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs.

Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Leonhard Kraft, Tanja Harbaum, Jürgen Becker

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors.

Fabian Kempf, Julian Höfer, Fabian Kreß, Tim Hotfilter, Tanja Harbaum, Jürgen Becker

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA.

Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, El Mahdi El Annabi, Tanja Harbaum, Jürgen Becker

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.

Fabian Kreß, Alexey Serdyuk, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker, Tim Hamann

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA.

Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications.

Fabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, Vladimir Sidorenko, Tanja Harbaum, Jürgen Becker

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.

Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Juan Miguel De Haro Ruiz, Daniel Jiménez-González, Miquel Moretó, Carlos Álvarez, Jesús Labarta, Imen Baili

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.

Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Jürgen Becker

Proceedings of the 34th IEEE International System-on-Chip Conference, 2021

Embedded Face Recognition for Personalized Services in the Assistive Robotics.

Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020

Embedded Image Processing the European Way: A new platform for the future automotive market.

Tim Hotfilter, Fabian Kempf, Jürgen Becker, Dominik Reinhardt, Imen Baili

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020