@misc{HernandezMahmoodBrandaleroetal., author = {Hernandez, Hector Gerardo Mu{\~n}oz and Mahmood, Safdar and Brandalero, Marcelo and H{\"u}bner, Michael}, title = {A Modular Software Library for Effective High-Level Synthesis of Convolutional Neural Networks}, series = {Applied Reconfigurable Computing. Architectures, Tools, and Applications, 16th International Symposium, ARC 2020, Toledo, Spain, April 1-3, 2020, Proceedings}, journal = {Applied Reconfigurable Computing. Architectures, Tools, and Applications, 16th International Symposium, ARC 2020, Toledo, Spain, April 1-3, 2020, Proceedings}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-44533-1}, issn = {0302-9743}, doi = {10.1007/978-3-030-44534-8_16}, pages = {211 -- 220}, language = {en} } @misc{FrickeMahmoodHoffmannetal., author = {Fricke, Florian and Mahmood, Safdar and Hoffmann, Javier Eduardo and Ali, Muhammad and Shahin, Keyvan and H{\"u}bner, Michael and G{\"o}hringer, Diana}, title = {Domain Adaptive Processor Architectures}, series = {Kommunikation und Bildverarbeitung in der Automation}, journal = {Kommunikation und Bildverarbeitung in der Automation}, isbn = {978-3-662-59895-5}, issn = {2522-8579}, doi = {10.1007/978-3-662-59895-5_23}, pages = {315 -- 330}, language = {en} } @misc{MahmoodRettkowskiShallufaetal., author = {Mahmood, Safdar and Rettkowski, Jens and Shallufa, Arij and H{\"u}bner, Michael and G{\"o}hringer, Diana}, title = {IP Core Identification in FPGA Configuration Files using Machine Learning Techniques}, series = {IEEE 9th International Conference on Consumer Electronics, Berlin, 8-11 Sept. 2019}, journal = {IEEE 9th International Conference on Consumer Electronics, Berlin, 8-11 Sept. 2019}, isbn = {978-1-7281-2745-3}, issn = {2166-6822}, doi = {10.1109/ICCE-Berlin47944.2019.8966236}, pages = {6}, language = {en} } @misc{RettkowskiMahmoodShallufaetal., author = {Rettkowski, Jens and Mahmood, Safdar and Shallufa, Arij and H{\"u}bner, Michael and G{\"o}hringer, Diana}, title = {Inspection of Partial Bitstreams for FPGAs Using Artificial Neural Networks}, series = {IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, journal = {IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, isbn = {978-1-7281-3510-6}, doi = {10.1109/IPDPSW.2019.00023}, pages = {4}, language = {en} } @misc{MahmoodShydlouskiHuebner, author = {Mahmood, Safdar and Shydlouski, Pavel and H{\"u}bner, Michael}, title = {An Application Specific Framework for HLS-based FPGA Design of Articulated Robot Inverse" Kinematics}, series = {International Conference on ReConFigurable Computing and FPGAs (ReConFig)}, journal = {International Conference on ReConFigurable Computing and FPGAs (ReConFig)}, isbn = {978-1-7281-1968-7}, issn = {2640-0472}, doi = {10.1109/RECONFIG.2018.8641691}, pages = {6}, language = {en} } @misc{FrickeHoffmannMahmoodetal., author = {Fricke, Florian and Hoffmann, Javier Eduardo and Mahmood, Safdar and H{\"u}bner, Michael}, title = {A Tool to Ease De­sign-Space-Ex­plo­ra­ti­on Using the Ten­si­li­ca LX7 ASIP}, series = {CDN­Li­ve EMEA 2019}, journal = {CDN­Li­ve EMEA 2019}, language = {en} } @misc{HoffmannMahmoodSuawaFogouetal., author = {Hoffmann, Javier Eduardo and Mahmood, Safdar and Suawa Fogou, Priscile and George, Nevin and Raha, Solaiman and Safi, Sabur and Schmailzl, Kurt JG and Brandalero, Marcelo and H{\"u}bner, Michael}, title = {A Survey on Machine Learning Approaches to ECG Processing}, series = {2020 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 23-25 Sept. 2020 , Poznan, Poland}, journal = {2020 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 23-25 Sept. 2020 , Poznan, Poland}, isbn = {978-83-62065-39-4}, language = {en} } @misc{MahmoodGonzalezCastanoPenkovaetal., author = {Mahmood, Safdar and Gonz{\´a}lez-Casta{\~n}o, Miriam and Penkova, Anna and Centeno, Miguel Angel and Odriozola, Jos{\´e} Antonio and Arellano-Garc{\´i}a, Harvey}, title = {CO2 methanation on Ni/YMn1-xAlxO3 perovskite catalysts}, series = {Applied Materials Today}, volume = {29}, journal = {Applied Materials Today}, issn = {2352-9407}, doi = {10.1016/j.apmt.2022.101577}, pages = {1 -- 11}, abstract = {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.}, language = {en} } @misc{MahmoodScharobaSchorlemeretal., author = {Mahmood, Safdar and Scharoba, Stefan and Schorlemer, Jonas and Schulz, Christian and H{\"u}bner, Michael and Reichenbach, Marc}, title = {Detecting Improvised Land-mines using Deep Neural Networks on GPR Image Dataset targeting FPGAs }, series = {IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway}, journal = {IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {979-8-3503-4550-6}, doi = {10.1109/norcas57515.2022.9934735}, pages = {1 -- 7}, language = {en} } @misc{MahmoodHuebnerReichenbach, author = {Mahmood, Safdar and H{\"u}bner, Michael and Reichenbach, Marc}, title = {A Design-Space Exploration Framework for Application-Specific Machine Learning Targeting Reconfigurable Computing}, series = {Applied Reconfigurable Computing. Architectures, Tools, and Applications, 19th International Symposium, ARC 2023, Cottbus, Germany, September 27-29, 2023}, journal = {Applied Reconfigurable Computing. Architectures, Tools, and Applications, 19th International Symposium, ARC 2023, Cottbus, Germany, September 27-29, 2023}, editor = {Palumbo, Francesca and Keramidas, Georgios and Voros, Nikolaos and Diniz, Pedro C.}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-42921-7}, doi = {10.1007/978-3-031-42921-7_27}, pages = {371 -- 374}, language = {en} }