Embedded Image Processing the European Way: A new platform for the future automotive market. - Tim Hotfilter; Fabian Kempf; Jürgen Becker 001; Dominik Reinhardt; Imen Baili (WF-IoT, 2020)

Embedded Face Recognition for Personalized Services in the Assistive Robotics. - Iris Walter; Jonas Ney; Tim Hotfilter; Vladimir Rybalkin; Julian Höfer; Norbert Wehn; Jürgen Becker 001 (PKDD/ECML Workshops (1), 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 001 (SoCC, 2021)

Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs. - Tim Hotfilter; Fabian Kreß; Fabian Kempf; Jürgen Becker 001; Juan Miguel De Haro Ruiz; Daniel Jiménez-González; Miquel Moretó; Carlos Álvarez 001; Jesús Labarta; Imen Baili (DATE, 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 001 (DCOSS, 2022)

Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. - Tim Hotfilter; Fabian Kreß; Fabian Kempf; Jürgen Becker 001; Imen Baili (ISVLSI, 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 001; Tim Hamann (MECO, 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 001 (PKDD/ECML Workshops (1), 2022)

Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors. - Fabian Kempf; Julian Höfer; Fabian Kreß; Tim Hotfilter; Tanja Harbaum; Jürgen Becker 001 (SOCC, 2022)

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 001 (AICAS, 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 001 (DSD, 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 001; Ingmar Kallfass; Jörg Roth-Stielow; et al. (EUROCON, 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 001 (ACM Great Lakes Symposium on VLSI, 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 001 (DroneSE/RAPIDO@HiPEAC, 2023)

A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection. - Julian Höfer; Tim Hotfilter; Fabian Kreß; Chen Qiu; Tanja Harbaum; Jürgen Becker 001 (ICVS, 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 001 (INNS DLIA@IJCNN, 2023)

A Low-Stall Methodology for an Interleaved Processor State Replication. - Fabian Kempf; Julian Höfer; Tim Hotfilter; Jürgen Becker 001 (MCSoC, 2023)

European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System. - Daniel Hofman; Mario Brcic; Mihael Kovac; Tim Hotfilter; Jürgen Becker 001; Dominik Reinhardt; Sorin Mihai Grigorescu; R. Stevens; T. T. Vo (SOCC, 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 001 (SOCC, 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 001 (Comput. Networks, 2023)

BayWatch: Leveraging Bayesian Neural Networks for Hardware Fault Tolerance and Monitoring. - Julian Höfer; Matthias Stammler; Fabian Kreß; Tim Hotfilter; Tanja Harbaum; Jürgen Becker 001 (DFT, 2024)

Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems. - Fabian Kreß; El Mahdi El Annabi; Tim Hotfilter; Julian Höfer; Tanja Harbaum; Jürgen Becker 001 (ISVLSI, 2024)

LOTTA: An FPGA-based Low-Power Temporal Convolutional Network Hardware Accelerator. - Fabian Kreß; Alexey Serdyuk; Denis Kobsar; Tim Hotfilter; Julian Höfer; Tanja Harbaum; Jürgen Becker 001 (SOCC, 2024)

RVVe: A Minimal RISC-V Vector Processor for Embedded AI Acceleration. - Patrick Schmidt; Johannes Pfau; Tim Hotfilter; Matthias Stammler; Tanja Harbaum; Jürgen Becker 001 (SOCC, 2024)

Efficient Optimization of Convolutional Neural Networks for Modern Embedded High-Performance Applications. - Tim Hotfilter (2024)