@misc{KaestnerGuzmanJan­ssenetal., author = {K{\"a}stner, Florian and Guzman, Osvaldo Navarro and Jan­ßen, Be­ne­dikt and Hoffmann, Javier Eduardo and H{\"u}bner, Michael}, title = {Analysis of Hardware Implementations to Accelerate Convolutional and Recurrent Neuronal Net­works}, series = {In­ter­na­tio­nal Jour­nal on Ad­van­ces in Soft­ware}, volume = {10}, journal = {In­ter­na­tio­nal Jour­nal on Ad­van­ces in Soft­ware}, number = {3/4}, publisher = {IARIA}, issn = {1942-2628}, pages = {308 -- 323}, language = {en} } @misc{HoffmannGuzmanKaestneretal., author = {Hoffmann, Javier Eduardo and Guzman, Osvaldo Navarro and K{\"a}stner, Florian and Jan­ßen, Be­ne­dikt and H{\"u}bner, Michael}, title = {A survey on CNN and RNN implementations}, series = {PE­SA­RO 2017, The Seventh In­ter­na­tio­nal Con­fe­rence on Per­for­mance, Sa­fe­ty and Ro­bust­ness in Com­plex Sys­tems and Ap­p­li­ca­ti­ons}, journal = {PE­SA­RO 2017, The Seventh In­ter­na­tio­nal Con­fe­rence on Per­for­mance, Sa­fe­ty and Ro­bust­ness in Com­plex Sys­tems and Ap­p­li­ca­ti­ons}, publisher = {IARIA}, address = {Wilmington, DE, USA}, isbn = {978-1-61208-549-4}, pages = {33 -- 39}, language = {en} } @misc{AlKadiJanssenMoriAlvesdaSilvaetal., author = {Al Kadi, Muhammed Soubhi and Janßen, Benedikt and Mori Alves da Silva, Jones Yudi and H{\"u}bner, Michael}, title = {General-Purpose Computing with Soft GPUs on FPGAs}, series = {ACM Transactions on Reconfigurable Technology and Systems}, volume = {11}, journal = {ACM Transactions on Reconfigurable Technology and Systems}, number = {1}, issn = {1936-7406}, doi = {10.1145/3173548}, pages = {22}, language = {en} } @inproceedings{KaestnerKuschnerusSpiegeletal., author = {K{\"a}stner, Florian and Kuschnerus, Dirk and Spiegel, Christoph and Janßen, Benedikt and H{\"u}bner, Michael}, title = {Design of an efficient Communication Architecture for Cyber-Physical Production Systems}, series = {14th International Conference on Automation Science and Engineering (CASE) Munich, Germany, August 20-24, 2018}, booktitle = {14th International Conference on Automation Science and Engineering (CASE) Munich, Germany, August 20-24, 2018}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5386-3593-3}, doi = {10.1109/COASE.2018.8560563}, pages = {829 -- 835}, language = {en} } @inproceedings{FrickeWernerJanssenetal., author = {Fricke, Florian and Werner, Andr{\´e} and Janßen, Benedikt and H{\"u}bner, Michael and Ribbe, Clemens and Cengizhan, Inac}, title = {Redesign of an Educational Robot Platform Using Web-based Programming}, series = {Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education, Pittsburgh, PA, USA - October 01-07, 2016}, booktitle = {Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education, Pittsburgh, PA, USA - October 01-07, 2016}, publisher = {ACM}, address = {New York, NY}, isbn = {978-1-4503-4657-3}, doi = {10.1145/3005329.3005332}, pages = {8}, language = {en} } @inproceedings{JanssenNaserddinHuebner, author = {Janßen, Benedikt and Naserddin, Moataz and H{\"u}bner, Michael}, title = {A Hardware/Software Co-Design Approach for Control Applications with Static Real-Time Reallocation}, series = {23rd Re­con­fi­gura­ble Ar­chi­tec­tu­res Work­shop (RAW 2016), Chi­ca­go, USA}, booktitle = {23rd Re­con­fi­gura­ble Ar­chi­tec­tu­res Work­shop (RAW 2016), Chi­ca­go, USA}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5090-3682-0}, language = {en} } @inproceedings{JanssenWehnerGoehringeretal., author = {Janßen, Benedikt and Wehner, Philipp and G{\"o}hringer, Diana and H{\"u}bner, Michael}, title = {Development of Advanced Driver Assistance Systems using LabVIEW and a Car Simulator}, series = {Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education, Pittsburgh, PA, USA - October 01-07, 2016}, booktitle = {Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education, Pittsburgh, PA, USA - October 01-07, 2016}, publisher = {ACM}, address = {New York, NY}, isbn = {978-1-4503-4657-3}, doi = {10.1145/3005329.3005330}, pages = {6}, language = {en} } @inproceedings{KaestnerJanssenKautzetal., author = {K{\"a}stner, Florian and Janßen, Benedikt and Kautz, Frederik and H{\"u}bner, Michael and Corradi, Giulio}, title = {Hardware/Software Codesign for Convolutional Neural Networks exploiting Dynamic Partial Reconfiguration on PYNQ}, series = {32nd International Parallel and Distributed Processing Symposium workshops, IPDPSW 2018, proceedings, 21-25 May 2018, Vancouver, British Columbia, Canada}, booktitle = {32nd International Parallel and Distributed Processing Symposium workshops, IPDPSW 2018, proceedings, 21-25 May 2018, Vancouver, British Columbia, Canada}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5386-5555-9}, pages = {154 -- 161}, language = {en} } @inproceedings{JanssenKaestnerWingenderetal., author = {Janßen, Benedikt and K{\"a}stner, Florian and Wingender, Tim and H{\"u}bner, Michael}, title = {A Dynamic Partial Reconfigurable Overlay Framework for Python}, series = {Proceedings, 14th International Symposium on Applied Reconfigurable Computing, Santorini, Greece, May 2-4, 2018}, booktitle = {Proceedings, 14th International Symposium on Applied Reconfigurable Computing, Santorini, Greece, May 2-4, 2018}, editor = {Voros, Nikolaos and H{\"u}bner, Michael and Keramidas, Georgios and G{\"o}hringer, Diana and Antonopoulos, Christos and Diniz, Pedro C.}, publisher = {Springer}, address = {Cham}, isbn = {978-3-319-78889-0}, pages = {331 -- 342}, language = {en} } @inproceedings{JanssenKaestnerKautzetal., author = {Janßen, Benedikt and K{\"a}stner, Florian and Kautz, Frederik and H{\"u}bner, Michael}, title = {Exploring Deep Neural Networks for Regression Analysis}, series = {PESARO 2018, the Eighth International Conference on Performance, Safety and Robustness in Complex Systems and Applications, April 22-26, 2018, Athens, Greece /}, booktitle = {PESARO 2018, the Eighth International Conference on Performance, Safety and Robustness in Complex Systems and Applications, April 22-26, 2018, Athens, Greece /}, editor = {H{\"u}bner, Michael and R{\"u}ckemann, Claus-Peter}, publisher = {IARIA}, address = {[Wilmington]}, isbn = {978-1-61208-628-6}, pages = {6}, language = {en} } @inproceedings{AlKadiJanssenHuebner, author = {Al Kadi, Muhammed Soubhi and Janßen, Benedikt and H{\"u}bner, Michael}, title = {FGPU: An SIMT-Architecture for FPGAs}, series = {FPGA '16 Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, California, USA — February 21 - 23, 2016}, booktitle = {FPGA '16 Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, California, USA — February 21 - 23, 2016}, publisher = {ACM, Association for Computing Machinery}, address = {New York, NY}, isbn = {978-1-4503-3856-1}, pages = {254 -- 263}, language = {en} }