Tanja Harbaum - RankMe

57 papers A 4B 1C 5Misc 2Journal 4Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Pixel Histogram-Based Safety Mechanism and Fault Detection Methodology for a Robust Image Signal Processor. ACM Great Lakes Symposium on VLSI Julian Höfer, Patrick Schmidt, Hella Toto-Kiesa, Sebastian Höfer, Gregor Schewior, Dietmar Engelke, Karl-Heinz Eickel, Darius Grantz, Tanja Harbaum, Jürgen Becker
2025	—	`conf`	BayNNgine: Hardware-Enabled Bayesian Neural Network Support for Dependable AI Inference. SOCC Julian Höfer, Fabian Lesniak, Annina Gutermann, Felix Wöran, Tanja Harbaum, Jürgen Becker
2025	—	`conf`	CH2AI: Dynamic Checkpoint Scheduling of Anytime Neural Networks on Heterogeneous Units. MCSoC Matthias Stammler, Georgios Sotiropoulos, Julian Höfer, Tanja Harbaum, Krishnendu Guha, Amlan Chakrabarti, Jürgen Becker
2025	C	`conf`	DSEParted: Co-Optimization of Embedded NPU Architectures and Neural Network Partitioning. DSD Patrick Schmidt, Fabian Krey, Alexey Serdyuk, Matthias Stammler, Tanja Harbaum, Jürgen Becker
2025	—	`conf`	Deep Neural Network Inference Partitioning in Embedded Hybrid Analog-Digital Systems. ISQED Fabian Kreß, Julian Höfer, Qiushi Lin, Patrick Schmidt, Zhenhua Zhu, Yu Zhu, Tanja Harbaum, Yu Wang, Jürgen Becker
2025	J	`jnl`	General Compilation and Mixed-Precision Partitioning: A Combined Approach for Adaptive On-Device Learning. IEEE Trans. Very Large Scale Integr. Syst. Iuliia Topko, Fabian Kreß, Tanja Harbaum, Jürgen Becker
2025	—	`conf`	Hardware-Accelerated On-Device Learning: Training, Partitioning, and Compilation for Constrained Edge AI. ISVLSI Iuliia Topko, Alexey Serdyuk, Tanja Harbaum, Jürgen Becker
2025	—	`conf`	Project-Based Hardware Design Laboratory for Undergraduates in Electrical Engineering. GeCon Christian Maximilian Karle, Iris Fürst-Walter, Florian Schade, Julian Höfer, Fabian Lesniak, Tanja Harbaum, Jürgen Becker
2025	Misc	`conf`	Special Session - Hardware-Software Co-Design for Machine Learning Systems Made Open-Source. CODES+ISSS Mehdi B. Tahoori, Vincent Meyers, Mahboobe Sadeghipour Roodsari, Huashuangyang Xu, Jürgen Becker, Tanja Harbaum, Felix Frombach, Julian Höfer, Georgios Sotiropoulos, Jörg Henkel, Zeynep Demirdag, Heba Khdr, Hassan Nassar, Ulf Schlichtmann, Johannes Geier, Philipp van Kempen, Georg Sigl, Stefan Koegler, Matthias Probst, Jürgen Teich, Frank Hannig, Muhammad Sabih, Batuhan Sesli, Norbert Wehn, Lukas Steiner, Wolfgang Kunz, Mohamed Shelkamy Ali
2024	—	`ed.`	37th IEEE International System-on-Chip Conference, SOCC 2024, Dresden, Germany, September 16-19, 2024 SOCC Diana Göhringer, Uwe Gäbler, Tanja Harbaum, Klaus Hofmann
2024	C	`conf`	A Challenge-Based Blended Learning Approach for an Introductory Digital Circuits and Systems Course. ISCAS Julian Höfer, Michael Gauß, Manuela Adams, Fabian Kreß, Fabian Kempf, Christian Maximilian Karle, Tanja Harbaum, Andreas Barth, Jürgen Becker
2024	—	`conf`	A Dynamically Pipelined Dataflow Architecture for Graph Convolutions in Real-Time Event Interpretation. SOCC Marc Neu, Christian Maximilian Karle, Patrick Schmidt, Julian Höfer, Tanja Harbaum, Jürgen Becker
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	A	`conf`	EMDRIVE Architecture: Embedded Distributed Computing and Diagnostics from Sensor to Edge. DATE Patrick Schmidt, Iuliia Topko, Matthias Stammler, Tanja Harbaum, Jürgen Becker, Rico Berner, Omar Ahmed, Jakub Jagielski, Thomas Seidler, Markus Abel, Marius Kreutzer, Maximilian Kirschner, Victor Pazmino Betancourt, Robin Sehm, Lukas Groth, Andrija Neskovic, Rolf Meyer, Saleh Mulhem, Mladen Berekovic, Matthias Probst, Manuel Brosch, Georg Sigl, Thomas Wild, Matthias Ernst, Andreas Herkersdorf, Florian Aigner, Stefan Hommes, Sebastian Lauer, Maximilian Seidler, Thomas Raste, Gasper Skvarc Bozic, Ibai Irigoyen Ceberio, Muhammad Hassan, Albrecht Mayer
2024	—	`conf`	Enhanced Accelerator Design for Efficient CNN Processing with Improved Row-Stationary Dataflow. ACM Great Lakes Symposium on VLSI Fabian Lesniak, Annina Gutermann, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	ICE TEA: Insertion of Custom Early Exits for Time-, Energy- & Anomaly-Aware Neural Networks. ISVLSI Matthias Stammler, Julian Höfer, Patrick Schmidt, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	Improving Online Handwriting Trajectory Reconstruction Based on Temporal Convolutional Networks. SDF Alexey Serdyuk, Fabian Kreß, Iuliia Topko, Tanja Harbaum, Jürgen Becker, Tim Hamann, Peter Kämpf
2024	A	`conf`	KIHT: Kaligo-Based Intelligent Handwriting Teacher. DATE Tanja Harbaum, Alexey Serdyuk, Fabian Kreß, Tim Hamann, Jens Barth, Peter Kämpf, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jessica Delahaie
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`	Modular Hardware Design for High-Performance MIMO-Capable SDR Systems to Accelerate 6G Development. SOCC Christian Maximilian Karle, Marc Neu, Benjamin Nuss, Jiayi Chen, Lukas Witte, Andre Scheder, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	On Metric-Driven Development of Embedded Neuromorphic AI. SOCC Jann Krausse, Moritz Neher, Iris Fürst-Walter, Carmen Weigelt, Tanja Harbaum, Klaus Knobloch, 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
2024	—	`conf`	Scalable Multi-Level Synchronization Technique of Distributed Multi-RFSoC-Server Systems for 6G. SOCC Christian Maximilian Karle, Marc Neu, Benjamin Nuss, Lukas Witte, Andre Scheder, Eva Waldner, Ema Shkurtaj, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	Towards a General Compilation Approach for On-device Training in Embedded Systems. NorCAS Iuliia Topko, Tanja Harbaum, Jürgen Becker
2024	—	`conf`	VHDL Crash Course: A Multimedia-Based Teaching Approach. GeCon Fabian Kreß, Vladimir Sidorenko, Iuliia Topko, Kai Lukas Unger, Tanja Harbaum, Jürgen Becker
2023	—	`ed.`	36th IEEE International System-on-Chip Conference, SOCC 2023, Santa Clara, CA, USA, September 5-8, 2023 SOCC Jürgen Becker, Andrew Marshall, Tanja Harbaum, Amlan Ganguly, Fahad Siddiqui, Kieran McLaughlin
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	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	—	`conf`	Approximate Accelerators: A Case Study using Runtime Reconfigurable Processors. SOCC Fabian Lesniak, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing. NorCAS Fabian Kreß, Johannes Pfau, Fabian Kempf, Patrick Schmidt, Zhuofan He, 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`	DREAM: Distributed Reinforcement Learning Enabled Adaptive Mixed-Critical NoC. ISVLSI Nidhi Anantharajaiah, Yunhe Xu, Fabian Lesniak, Tanja Harbaum, Jürgen Becker
2023	A	`conf`	Design Space Exploration on Efficient and Accurate Human Pose Estimation from Sparse IMU-Sensing. IROS Iris Fürst-Walter, Antonio Nappi, Tanja Harbaum, Jürgen Becker
2023	J	`jnl`	Design Space Exploration on Efficient and Accurate Human Pose Estimation from Sparse IMU-Sensing. CoRR Iris Fürst-Walter, Antonio Nappi, 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`	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`	Low-latency inter-domain communication on the Xen hypervisor. MCSoC Fabian Lesniak, Tanja Harbaum, Jürgen Becker
2023	C	`conf`	Mitigating Masking in Automotive Communication Systems: Modeling and Hardware Generation. DSD Matthias Stammler, Matthias Hamann, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Non-Intrusive Runtime Monitoring for Manycore Prototypes. DroneSE/RAPIDO@HiPEAC Fabian Lesniak, Nidhi Anantharajaiah, Tanja Harbaum, Jürgen Becker
2023	—	`conf`	Reinforcement Learning Enabled Multi-Layered NoC for Mixed Criticality Systems. MCSoC Nidhi Anantharajaiah, Fabian Lesniak, 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
2023	A	`conf`	The ZuSE-KI-Mobil AI Accelerator SoC: Overview and a Functional Safety Perspective. DATE 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
2023	—	`conf`	Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen. WF-IoT Alexey Serdyuk, Fabian Kreß, Micha Hiegle, Tanja Harbaum, Jürgen Becker, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jens Barth, Peter Kämpf
2022	—	`ed.`	35th IEEE International System-on-Chip Conference, SOCC 2022, Belfast, United Kingdom, September 5-8, 2022 SOCC Sakir Sezer, Thomas Büchner, Jürgen Becker, Andrew Marshall, Fahad Siddiqui, Tanja Harbaum, Kieran McLaughlin
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	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
2019	—	`conf`	A Hardware Perspective on the ChaCha Ciphers: Scalable Chacha8/12/20 Implementations Ranging from 476 Slices to Bitrates of 175 Gbit/s. SoCC Johannes Pfau, Maximilian Reuter, Tanja Harbaum, Klaus Hofmann, Jürgen Becker
2018	—	`conf`	A Content - Adapted FPGA Memory Architecture with Pattern Recognition Capability and Interval Compressing Technique. SoCC Tanja Harbaum, Matthias Norbert Balzer, Marc Weber, Jürgen Becker
2017	—	`conf`	Auto-SI: An adaptive reconfigurable processor with run-time loop detection and acceleration. SoCC Tanja Harbaum, Christoph Schade, Marvin Damschen, Carsten Tradowsky, Lars Bauer, Jörg Henkel, Jürgen Becker
2016	Misc	`conf`	A Content Adapted FPGA Memory Architecture with Pattern Recognition Capability for L1 Track Triggering in the LHC Environment. FCCM Tanja Harbaum, Mahmoud Seboui, Matthias Norbert Balzer, Jürgen Becker, Marc Weber
2013	—	`conf`	LImbiC: An adaptable architecture description language model for developing an application-specific image processor. ISVLSI Carsten Tradowsky, Tanja Harbaum, Shaver Deyerle, Jürgen Becker