Tim Hotfilter - RankMe

26 papers A 1B 1C 2Journal 2Unranked 19

Year	Rank	Type	Title / Venue / Authors
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	—	`—`	Efficient Optimization of Convolutional Neural Networks for Modern Embedded High-Performance Applications. Tim Hotfilter
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`	RVVe: A Minimal RISC-V Vector Processor for Embedded AI Acceleration. SOCC Patrick Schmidt, Johannes Pfau, Tim Hotfilter, Matthias Stammler, Tanja Harbaum, Jürgen Becker
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`	European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System. SOCC Daniel Hofman, Mario Brcic, Mihael Kovac, Tim Hotfilter, Jürgen Becker, Dominik Reinhardt, Sorin Mihai Grigorescu, R. Stevens, T. T. Vo
2023	—	`conf`	LETSCOPE: Lifecycle Extensions Through Software-Defined Predictive Control of Power Electronics. EUROCON 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
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
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	—	`conf`	Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA. ISVLSI Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Imen Baili
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
2022	A	`conf`	Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs. DATE Tim Hotfilter, Fabian Kreß, Fabian Kempf, Jürgen Becker, Juan Miguel De Haro Ruiz, Daniel Jiménez-González, Miquel Moretó, Carlos Álvarez, Jesús Labarta, Imen Baili
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
2020	—	`conf`	Embedded Image Processing the European Way: A new platform for the future automotive market. WF-IoT Tim Hotfilter, Fabian Kempf, Jürgen Becker, Dominik Reinhardt, Imen Baili