TY - GEN A1 - Antonopoulos, Christos A1 - Keramidas, Georgios A1 - Voros, Nikolaos A1 - Hübner, Michael A1 - Schwiegelshohn, Fynn A1 - Göhringer, Diana A1 - Dagioglou, Maria A1 - Stavrinos, Georgios A1 - Konstantopoulos, Stasinos A1 - Karkaletsis, Vangelis T1 - Toward an ICT-Based Service Oriented Health Care Paradigm T2 - IEEE Consumer Electronics Magazine Y1 - 2020 UR - https://ieeexplore.ieee.org/abstract/document/9109415 U6 - https://doi.org/10.1109/MCE.2020.2969202 SN - 2162-2248 SN - 2162-2256 VL - 9 IS - 4 SP - 77 EP - 82 PB - IEEE ER - TY - GEN A1 - Hübner, Michael A1 - Guntzel, Jose Luis T1 - Guest Editors’ Introduction: SBCCI 2018 T2 - IEEE Design & Test Y1 - 2020 U6 - https://doi.org/10.1109/MDAT.2020.2989094 SN - 2168-2364 SN - 2168-2356 VL - 37 IS - 3 SP - 5 EP - 6 ER - TY - GEN A1 - Brandalero, Marcelo A1 - Carro, Luigi A1 - Beck, Antonio Carlos Schneider A1 - Shafique, Muhammad T1 - Multi-Target Adaptive Reconfigurable Acceleration for Low-Power IoT Processing T2 - IEEE Transactions on Computers Y1 - 2020 U6 - https://doi.org/10.1109/TC.2020.2984736 SN - 0018-9340 SN - 1557-9956 ER - TY - GEN A1 - Fouad, Mariam A1 - Metwally, Yousef A1 - Schmitz, Georg A1 - Hübner, Michael A1 - Abd El Ghany, Mohamed A. T1 - Deep Learning Utilization In Beamforming Enhancement for Medical Ultrasound T2 - 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), 13-17 July 2020, Madrid, Spain Y1 - 2020 SN - 978-1-7281-7303-0 U6 - https://doi.org/10.1109/COMPSAC48688.2020.0-175 SP - 717 EP - 722 PB - IEEE ER - TY - GEN A1 - Silva, Raul A1 - Korol, Guilherme dos Santos A1 - Jordan, Michael Guilherme A1 - Brandalero, Marcelo A1 - Hübner, Michael A1 - Pereira, Monica A1 - Rutzig, Mateus Beck A1 - Beck, Antonio Carlos Schneider T1 - A Management Technique for Concurrent Access to a Reconfigurable Accelerator T2 - 33rd Symposium on Integrated Circuits and Systems Design (SBCCI) Y1 - 2020 SN - 978-1-7281-9625-1 SN - 978-1-7281-9626-8 U6 - https://doi.org/10.1109/SBCCI50935.2020.9189927 ER - TY - GEN A1 - Hoffmann, Javier Eduardo A1 - Mahmood, Safdar A1 - Suawa Fogou, Priscile A1 - George, Nevin A1 - Raha, Solaiman A1 - Safi, Sabur A1 - Schmailzl, Kurt JG A1 - Brandalero, Marcelo A1 - Hübner, Michael T1 - A Survey on Machine Learning Approaches to ECG Processing T2 - 2020 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 23-25 Sept. 2020 , Poznan, Poland Y1 - 2020 UR - https://ieeexplore.ieee.org/document/9241283 SN - 978-83-62065-39-4 SN - 978-83-62065-37-0 SN - 978-1-7281-7746-5 ER - TY - GEN A1 - Hoffmann, Javier Eduardo A1 - Brandalero, Marcelo A1 - Hübner, Michael T1 - TIRUB: A Safety and Energy-Aware Scheduling Algorithm T2 - Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 23-25 Sept. 2020, Poznan, Poland Y1 - 2020 SN - 978-83-62065-39-4 SN - 978-83-62065-37-0 U6 - https://doi.org/10.23919/SPA50552.2020.9241280 ER - TY - GEN A1 - Veleski, Mitko A1 - Hübner, Michael A1 - Krstic, Milos A1 - Kraemer, Rolf T1 - Highly Configurable Framework for Adaptive Low Power and Error-Resilient System-On-Chip T2 - 23rd EUROMICRO Conference on Digital System Design (DSD 2020), Portoroz, Slovenia, 26 - 28 August 2020 Y1 - 2020 SN - 978-1-7281-9535-3 SN - 978-1-7281-9536-0 U6 - https://doi.org/10.1109/DSD51259.2020.00015 SP - 24 EP - 28 PB - IEEE ER - TY - GEN A1 - Medeiros, Thiarles S. A1 - Berned, Gustavo P. A1 - Navarro, Antoni A1 - Rossi, Fábio D. A1 - Luizelli, Marcelo C. A1 - Brandalero, Marcelo A1 - Hübner, Michael A1 - Beck, Antonio Carlos Schneider A1 - Lorenzon, Arthur F. T1 - Aging-Aware Parallel Execution T2 - IEEE Embedded System Letters Y1 - 2020 U6 - https://doi.org/10.1109/LES.2020.3021854 SN - 1943-0663 VL - 13 (2021) IS - 3 SP - 122 EP - 125 ER - TY - GEN A1 - Fouad, Mariam A1 - Schmitz, Georg A1 - Hübner, Michael A1 - Abdelghany, Mohamed T1 - Deep Learning in Signal Linearization for Harmonic Imaging Application T2 - IEEE 18th International Symposium on Biomedical Imaging (ISBI) Y1 - 2021 SN - 978-1-6654-1246-9 SN - 978-1-6654-1245-2 SN - 978-1-6654-2947-4 U6 - https://doi.org/10.1109/ISBI48211.2021.9434134 SN - 1945-8452 ER - TY - GEN A1 - Fernandes dos Santos, Fernando A1 - Brandalero, Marcelo A1 - Rech Junior, Rubens Luiz A1 - Hübner, Michael A1 - Rech, Paolo A1 - Sullivan, Michael A1 - Martins Basso, Pedro A1 - Carro, Luigi T1 - Reduced Precision DWC: an Efficient Hardening Strategy for Mixed-Precision Architectures T2 - IEEE Transactions on Computers N2 - Duplication with Comparison (DWC) is an effective software-level solution to improve the reliability of computing devices. However, it introduces significant performance and energy consumption overheads that could render the protected application unsuitable for high-performance computing or real-time safety-critical applications. Modern computing architectures offer the possibility to execute operations in various precisions, and recent NVIDIA GPUs even feature dedicated functional units for computing with programmable accuracy. In this work, we propose Reduced-Precision Duplication with Comparison (RP-DWC) as a means to leverage the available mixed-precision hardware resources to implement software-level fault detection with reduced overheads. We discuss the benefits and challenges associated with RP-DWC and show that the intrinsic difference between the mixed-precision copies allows for the detection of most, but not all, errors. However, as the undetected faults are the ones that fall into the difference between precisions, they are the ones that produce a much smaller impact in the application output. We investigate, through fault injection and beam experiment campaigns, using three microbenchmarks and two real applications on Volta GPUs, RP-DWC impact into fault detection, performance, and energy consumption. We show that RP-DWC achieves an excellent coverage (up to 86%) with minimal overheads (0.1% time and 24% energy consumption overhead). Y1 - 2021 U6 - https://doi.org/10.1109/TC.2021.3058872 SN - 0018-9340 VL - 71(2022) IS - 3 SP - 573 EP - 586 ER - TY - GEN A1 - Schmailzl, Georg J. G. A1 - Hübner, Michael T1 - From the Internet of Things to an Internet of Services in Healthcare T2 - Enhanced Telemedicine and e-Health Y1 - 2021 SN - 978-3-030-70110-9 SN - 978-3-030-70111-6 U6 - https://doi.org/10.1007/978-3-030-70111-6_7 SN - 1860-0808 SP - 141 EP - 153 ER - TY - GEN A1 - Hernandez, Hector Gerardo Muñoz A1 - Veleski, Mitko A1 - Brandalero, Marcelo A1 - Hübner, Michael ED - Derrien, Steven ED - Hannig, Frank ED - Diniz, Pedro C. ED - Chillet, Daniel T1 - Accelerating Convolutional Neural Networks in FPGA-based SoCs using a Soft-Core GPU T2 - Applied Reconfigurable Computing. Architectures, Tools, and Applications : 17th International Symposium, ARC 2021, Virtual Event, June 29–30, 2021, Proceedings Y1 - 2021 SN - 978-3-030-79024-0 SN - 978-3-030-79025-7 U6 - https://doi.org/10.1007/978-3-030-79025-7_20 SN - 0302-9743 SN - 1611-3349 SP - 275 EP - 284 PB - Springer CY - Cham ER - TY - GEN A1 - Da Silva, Bruno A. A1 - Lima, Arthur M. A1 - Garcia, Janier Arias A1 - Hübner, Michael A1 - Yudi, Jones T1 - A Manycore Vision Processor for Real-Time Smart Cameras T2 - Sensors Y1 - 2021 U6 - https://doi.org/10.3390/s21217137 SN - 1424-8220 VL - 21 IS - 21 ER - TY - GEN A1 - Rettkowski, Jens A1 - Haase, Julian A1 - Primus, Sven A1 - Hübner, Michael A1 - Göhringer, Diana T1 - Performance analysis of application-specific instruction-set routers in networks-on-chip T2 - NoCArc '21: Performance analysis of application-specific instruction-set routers in networks-on-chip Y1 - 2021 U6 - https://doi.org/10.1145/3477231.3490426 SP - 16 EP - 21 PB - ACM Digital Library CY - New York ER - TY - GEN A1 - Pechmann, Stefan A1 - Mai, Timo A1 - Potschka, Julian A1 - Reiser, Daniel A1 - Reichel, Peter A1 - Breiling, Marco A1 - Reichenbach, Marc A1 - Hagelauer, Amelie T1 - A Low-Power RRAM Memory Block for Embedded, Multi-Level Weight and Bias Storage in Artificial Neural Networks T2 - Micromachines Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:29-opus4-174878 SN - 2072-666X VL - 12 IS - 11 ER - TY - GEN A1 - Fricke, Florian A1 - Brandalero, Marcelo A1 - Liehr, Sascha A1 - Kern, Simon A1 - Meyer, Klas A1 - Kowarik, Stefan A1 - Hierzegger, Robin A1 - Westerdick, Stephan A1 - Maiwald, Michael A1 - Hübner, Michael T1 - Artificial Intelligence for Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy Using a Novel Data Augmentation Method T2 - IEEE Transactions on Emerging Topics in Computing Y1 - 2022 U6 - https://doi.org/10.1109/TETC.2021.3131371 SN - 2168-6750 VL - 10 IS - 1 SP - 87 EP - 98 ER - TY - GEN A1 - Suawa Fogou, Priscile A1 - Meisel, Tenia A1 - Jongmanns, Marcel A1 - Hübner, Michael A1 - Reichenbach, Marc T1 - Modeling and Fault Detection of Brushless Direct Current Motor by Deep Learning Sensor Data Fusion T2 - Sensors Y1 - 2022 U6 - https://doi.org/10.3390/s22093516 SN - 1424-8220 VL - 22 IS - 9 ER - TY - GEN A1 - Hernandez, Hector Gerardo Muñoz A1 - Fricke, Florian A1 - Al Kadi, Muhammed A1 - Reichenbach, Marc A1 - Hübner, Michael T1 - Edge GPU based on an FPGA Overlay Architecture using PYNQ T2 - 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI). 2022 Y1 - 2022 SN - 978-1-6654-8128-1 SN - 978-1-6654-8129-8 U6 - https://doi.org/10.1109/SBCCI55532.2022.9893229 ER - TY - GEN A1 - Nannipieri, Pietro A1 - Giuffrida, Gianluca A1 - Lorenzo, Diana A1 - Panicacci, Silvia A1 - Zulberti, Luca A1 - Fanucci, Luca A1 - Munoz-Hernandez, Hector Gerardo A1 - Hübner, Michael T1 - ICU4SAT: A General-Purpose Reconfigurable Instrument Control Unit Based on Open Source Components T2 - IEEE Aerospace Conference (AERO), 5-12 March 2022 Y1 - 2022 SN - 978-16654-3760-8 U6 - https://doi.org/10.1109/AERO53065.2022.9843414 SP - 1 EP - 9 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Brandalero, Marcelo A1 - Veleski, Mitko A1 - Muñoz-Hernandez, Hector Gerardo A1 - Ali, Muhammad A1 - Le Jeune, Laurens A1 - Goedemé, Toon A1 - Mentens, Nele A1 - Vandendriessche, Jurgen A1 - Lhoest, Lancelot A1 - Da Silva, Bruno A. A1 - Touhafi, Abdellah A1 - Goehringer, Diana A1 - Hübner, Michael T1 - Embedded AI Techniques for Industrial Applications T2 - 31st International Conference on Field-Programmable Logic and Applications (FPL), Dresden, Germany, 30 August-3 September 2021 Y1 - 2021 SN - 978-1-6654-3759-2 U6 - https://doi.org/10.1109/FPL53798.2021.00071 SP - 374 EP - 375 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Giani, Braga A1 - Benevenuti, Fabio A1 - Gonçalves, Marcio M. A1 - Hübner, Michael A1 - Brandalero, Marcelo A1 - Kastensmidt, Fernanda A1 - Azambuja, Jose Rodrigo T1 - Evaluating softcore GPU in SRAM-based FPGA under radiation-induced effects T2 - Microelectronics Reliability Y1 - 2021 U6 - https://doi.org/10.1016/j.microrel.2021.114348 SN - 0026-2714 SN - 1872-941X VL - 126 ER -