TY - GEN A1 - Hernandez, Hector Gerardo Muñoz A1 - Mahmood, Safdar A1 - Brandalero, Marcelo A1 - Hübner, Michael T1 - A Modular Software Library for Effective High-Level Synthesis of Convolutional Neural Networks T2 - Applied Reconfigurable Computing. Architectures, Tools, and Applications, 16th International Symposium, ARC 2020, Toledo, Spain, April 1–3, 2020, Proceedings Y1 - 2020 SN - 978-3-030-44533-1 SN - 978-3-030-44534-8 U6 - https://doi.org/10.1007/978-3-030-44534-8_16 SN - 0302-9743 SN - 1611-3349 SP - 211 EP - 220 PB - Springer CY - Cham ER - TY - GEN A1 - Fricke, Florian A1 - Mahmood, Safdar A1 - Hoffmann, Javier Eduardo A1 - Ali, Muhammad A1 - Shahin, Keyvan A1 - Hübner, Michael A1 - Göhringer, Diana T1 - Domain Adaptive Processor Architectures T2 - Kommunikation und Bildverarbeitung in der Automation Y1 - 2020 SN - 978-3-662-59895-5 SN - 978-3-662-59894-8 U6 - https://doi.org/10.1007/978-3-662-59895-5_23 SN - 2522-8579 SN - 2522-8587 SP - 315 EP - 330 ER - TY - GEN A1 - Mahmood, Safdar A1 - Rettkowski, Jens A1 - Shallufa, Arij A1 - Hübner, Michael A1 - Göhringer, Diana T1 - IP Core Identification in FPGA Configuration Files using Machine Learning Techniques T2 - IEEE 9th International Conference on Consumer Electronics, Berlin, 8-11 Sept. 2019 Y1 - 2019 SN - 978-1-7281-2745-3 SN - 978-1-7281-2775-0 U6 - https://doi.org/10.1109/ICCE-Berlin47944.2019.8966236 SN - 2166-6822 SN - 2166-6814 ER - TY - GEN A1 - Rettkowski, Jens A1 - Mahmood, Safdar A1 - Shallufa, Arij A1 - Hübner, Michael A1 - Göhringer, Diana T1 - Inspection of Partial Bitstreams for FPGAs Using Artificial Neural Networks T2 - IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Y1 - 2019 SN - 978-1-7281-3510-6 SN - 978-1-7281-3511-3 U6 - https://doi.org/10.1109/IPDPSW.2019.00023 ER - TY - GEN A1 - Mahmood, Safdar A1 - Shydlouski, Pavel A1 - Hübner, Michael T1 - An Application Specific Framework for HLS-based FPGA Design of Articulated Robot Inverse” Kinematics T2 - International Conference on ReConFigurable Computing and FPGAs (ReConFig) Y1 - 2018 SN - 978-1-7281-1968-7 SN - 978-1-7281-1969-4 U6 - https://doi.org/10.1109/RECONFIG.2018.8641691 SN - 2640-0472 SN - 2325-6532 ER - TY - GEN A1 - Fricke, Florian A1 - Hoffmann, Javier Eduardo A1 - Mahmood, Safdar A1 - Hübner, Michael T1 - A Tool to Ease De­sign-Space-Ex­plo­ra­ti­on Using the Ten­si­li­ca LX7 ASIP T2 - CDN­Li­ve EMEA 2019 KW - ASIP, LX7, Ten­si­li­ca Y1 - 2019 UR - https://www.esit.ruhr-uni-bochum.de/forschung/veroeffentlichungen/tool-ease-design-space-exploration-using-tensilica/ 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 - Mahmood, Safdar A1 - González-Castaño, Miriam A1 - Penkova, Anna A1 - Centeno, Miguel Angel A1 - Odriozola, José Antonio A1 - Arellano-García, Harvey T1 - CO2 methanation on Ni/YMn1-xAlxO3 perovskite catalysts T2 - Applied Materials Today N2 - Seeking for advanced catalytic systems for the CO2 methanation reaction, the use of Ni supported catalysts over redox materials is often proposed. Profiting the superior redox properties described for layered perovskite systems, this work has investigated a series Ni supported YMn1-xAlxO3 (x = 0, 0.2, 0.5, 0.8, 1) perovskite catalysts. The obtained results evidenced the impact of the support nature on the systems redox properties and Ni-support interactions. Within the catalysts series, the greater methanation rates displayed by Ni/YMn0.5Al0.5O3 catalyst (0.748 mmolCO2,conv.s–1 gNi –1 at 400 ◦C and 60 L/gh) were associated to the interplay between the support redox properties and superior Ni dispersion. The improved redox behavior attained through the Al-incorporation (up to x = 0.5) was associated to the layered perovskite structures which, being distorted and constituted by smaller crystal sizes, facilitated the behavior of Mn redox couples as surface species readily interconverted. Exhibiting catalytic performances comparable to precious metals based catalysts, this work proposes the Ni/YMn0.5Al0.5O3 catalyst as an effective system for the CO2 methanation reaction. KW - CO2 methanation KW - Perovskites KW - Ni catalyst KW - Manganese KW - Aluminium Y1 - 2022 U6 - https://doi.org/10.1016/j.apmt.2022.101577 SN - 2352-9407 VL - 29 SP - 1 EP - 11 ER - TY - GEN A1 - Mahmood, Safdar A1 - Scharoba, Stefan A1 - Schorlemer, Jonas A1 - Schulz, Christian A1 - Hübner, Michael A1 - Reichenbach, Marc T1 - Detecting Improvised Land-mines using Deep Neural Networks on GPR Image Dataset targeting FPGAs  T2 - IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway Y1 - 2022 SN - 979-8-3503-4550-6 SN - 979-8-3503-4551-3 U6 - https://doi.org/10.1109/norcas57515.2022.9934735 SP - 1 EP - 7 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Mahmood, Safdar A1 - Hübner, Michael A1 - Reichenbach, Marc ED - Palumbo, Francesca ED - Keramidas, Georgios ED - Voros, Nikolaos ED - Diniz, Pedro C. T1 - A Design-Space Exploration Framework for Application-Specific Machine Learning Targeting Reconfigurable Computing T2 - Applied Reconfigurable Computing. Architectures, Tools, and Applications, 19th International Symposium, ARC 2023, Cottbus, Germany, September 27-29, 2023 Y1 - 2023 SN - 978-3-031-42921-7 SN - 978-3-031-42920-0 U6 - https://doi.org/10.1007/978-3-031-42921-7_27 SP - 371 EP - 374 PB - Springer CY - Cham ER -