[{"abstract":[{"lang":"eng","text":"The use of heterogeneous computing resources, such as graphics processing units or other specialized co-processors, has become widespread in recent years because of their performance and energy efficiency advantages. Operating system approaches that are limited to optimizing CPU usage are no longer sufficient for the efficient utilization of systems that comprise diverse resource types.\r\n\r\nEnabling task preemption on these architectures and migration of tasks between different resource types at run-time is not only key to improving the performance and energy consumption but also to enabling automatic scheduling methods for heterogeneous compute nodes.\r\n\r\nThis thesis proposes novel techniques for run-time management of heterogeneous resources and enabling tasks to migrate between diverse hardware. It provides fundamental work towards future operating systems by discussing implications, limitations, and chances of the heterogeneity and introducing solutions for energy- and performance-efficient run-time systems. Scheduling methods to utilize heterogeneous systems by the use of a centralized scheduler are presented that show benefits over existing approaches in varying case studies."}],"project":[{"name":"Enabling Heterogeneous Hardware Acceleration using Novel Programming and Scheduling Models","_id":"30","grant_number":"01|H11004"}],"citation":{"short":"T. Beisel, Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing, Logos Verlag Berlin GmbH, Berlin, 2015.","chicago":"Beisel, Tobias. <i>Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing</i>. Berlin: Logos Verlag Berlin GmbH, 2015.","apa":"Beisel, T. (2015). <i>Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing</i>. Berlin: Logos Verlag Berlin GmbH.","ieee":"T. Beisel, <i>Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing</i>. Berlin: Logos Verlag Berlin GmbH, 2015.","ama":"Beisel T. <i>Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing</i>. Berlin: Logos Verlag Berlin GmbH; 2015.","bibtex":"@book{Beisel_2015, place={Berlin}, title={Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing}, publisher={Logos Verlag Berlin GmbH}, author={Beisel, Tobias}, year={2015} }","mla":"Beisel, Tobias. <i>Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing</i>. Logos Verlag Berlin GmbH, 2015."},"supervisor":[{"id":"16153","full_name":"Plessl, Christian","first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982"}],"type":"dissertation","department":[{"_id":"78"},{"_id":"27"},{"_id":"518"}],"date_created":"2019-07-10T09:36:58Z","place":"Berlin","date_updated":"2022-01-06T06:50:48Z","year":"2015","status":"public","title":"Management and Scheduling of Accelerators for Heterogeneous High-Performance Computing","author":[{"full_name":"Beisel, Tobias","first_name":"Tobias","last_name":"Beisel"}],"publication_identifier":{"isbn":["978-3-8325-4155-2"]},"user_id":"3118","page":"183","_id":"10624","language":[{"iso":"eng"}],"publisher":"Logos Verlag Berlin GmbH"},{"date_created":"2019-07-10T11:15:13Z","type":"mastersthesis","department":[{"_id":"78"}],"supervisor":[{"last_name":"Kaufmann","first_name":"Paul","full_name":"Kaufmann, Paul"}],"citation":{"chicago":"Hangmann, Hendrik. <i>Evolution of Heat Flow Prediction Models for FPGA Devices</i>. Paderborn University, 2015.","short":"H. Hangmann, Evolution of Heat Flow Prediction Models for FPGA Devices, Paderborn University, 2015.","ieee":"H. Hangmann, <i>Evolution of Heat Flow Prediction Models for FPGA Devices</i>. Paderborn University, 2015.","apa":"Hangmann, H. (2015). <i>Evolution of Heat Flow Prediction Models for FPGA Devices</i>. Paderborn University.","bibtex":"@book{Hangmann_2015, title={Evolution of Heat Flow Prediction Models for FPGA Devices}, publisher={Paderborn University}, author={Hangmann, Hendrik}, year={2015} }","ama":"Hangmann H. <i>Evolution of Heat Flow Prediction Models for FPGA Devices</i>. Paderborn University; 2015.","mla":"Hangmann, Hendrik. <i>Evolution of Heat Flow Prediction Models for FPGA Devices</i>. Paderborn University, 2015."},"_id":"10668","publisher":"Paderborn University","language":[{"iso":"eng"}],"user_id":"3118","status":"public","year":"2015","title":"Evolution of Heat Flow Prediction Models for FPGA Devices","author":[{"full_name":"Hangmann, Hendrik","first_name":"Hendrik","last_name":"Hangmann"}],"date_updated":"2022-01-06T06:50:49Z"},{"department":[{"_id":"78"}],"type":"mastersthesis","date_created":"2019-07-10T11:17:57Z","citation":{"apa":"Haupt, C. (2015). <i>Computer Vision basierte Klassifikation von HD EMG Signalen</i>. Paderborn University.","ieee":"C. Haupt, <i>Computer Vision basierte Klassifikation von HD EMG Signalen</i>. Paderborn University, 2015.","short":"C. Haupt, Computer Vision Basierte Klassifikation von HD EMG Signalen, Paderborn University, 2015.","chicago":"Haupt, Christian. <i>Computer Vision Basierte Klassifikation von HD EMG Signalen</i>. Paderborn University, 2015.","mla":"Haupt, Christian. <i>Computer Vision Basierte Klassifikation von HD EMG Signalen</i>. Paderborn University, 2015.","ama":"Haupt C. <i>Computer Vision Basierte Klassifikation von HD EMG Signalen</i>. Paderborn University; 2015.","bibtex":"@book{Haupt_2015, title={Computer Vision basierte Klassifikation von HD EMG Signalen}, publisher={Paderborn University}, author={Haupt, Christian}, year={2015} }"},"supervisor":[{"full_name":"Boschmann, Alexander","first_name":"Alexander","last_name":"Boschmann"}],"user_id":"3118","_id":"10671","language":[{"iso":"eng"}],"publisher":"Paderborn University","date_updated":"2022-01-06T06:50:49Z","author":[{"full_name":"Haupt, Christian","first_name":"Christian","last_name":"Haupt"}],"year":"2015","status":"public","title":"Computer Vision basierte Klassifikation von HD EMG Signalen"},{"date_created":"2019-07-10T11:18:00Z","keyword":["cache storage","field programmable gate arrays","multiprocessing systems","parallel architectures","reconfigurable architectures","FPGA","dynamic reconfiguration","evolvable cache mapping","many-core architecture","memory-to-cache address mapping function","microarchitectural optimization","multicore architecture","nature-inspired optimization","parallelization degrees","processor","reconfigurable cache mapping","reconfigurable computing","Field programmable gate arrays","Software","Tuning"],"type":"conference","department":[{"_id":"78"}],"publication":"Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)","citation":{"short":"N. Ho, A.F. Ahmed, P. Kaufmann, M. Platzner, in: Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS), 2015, pp. 1–7.","chicago":"Ho, Nam, Abdullah Fathi Ahmed, Paul Kaufmann, and Marco Platzner. “Microarchitectural Optimization by Means of Reconfigurable and Evolvable Cache Mappings.” In <i>Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)</i>, 1–7, 2015. <a href=\"https://doi.org/10.1109/AHS.2015.7231178\">https://doi.org/10.1109/AHS.2015.7231178</a>.","apa":"Ho, N., Ahmed, A. F., Kaufmann, P., &#38; Platzner, M. (2015). Microarchitectural optimization by means of reconfigurable and evolvable cache mappings. In <i>Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)</i> (pp. 1–7). <a href=\"https://doi.org/10.1109/AHS.2015.7231178\">https://doi.org/10.1109/AHS.2015.7231178</a>","ieee":"N. Ho, A. F. Ahmed, P. Kaufmann, and M. Platzner, “Microarchitectural optimization by means of reconfigurable and evolvable cache mappings,” in <i>Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)</i>, 2015, pp. 1–7.","ama":"Ho N, Ahmed AF, Kaufmann P, Platzner M. Microarchitectural optimization by means of reconfigurable and evolvable cache mappings. In: <i>Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)</i>. ; 2015:1-7. doi:<a href=\"https://doi.org/10.1109/AHS.2015.7231178\">10.1109/AHS.2015.7231178</a>","bibtex":"@inproceedings{Ho_Ahmed_Kaufmann_Platzner_2015, title={Microarchitectural optimization by means of reconfigurable and evolvable cache mappings}, DOI={<a href=\"https://doi.org/10.1109/AHS.2015.7231178\">10.1109/AHS.2015.7231178</a>}, booktitle={Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)}, author={Ho, Nam and Ahmed, Abdullah Fathi and Kaufmann, Paul and Platzner, Marco}, year={2015}, pages={1–7} }","mla":"Ho, Nam, et al. “Microarchitectural Optimization by Means of Reconfigurable and Evolvable Cache Mappings.” <i>Proc. NASA/ESA Conf. Adaptive Hardware and Systems (AHS)</i>, 2015, pp. 1–7, doi:<a href=\"https://doi.org/10.1109/AHS.2015.7231178\">10.1109/AHS.2015.7231178</a>."},"project":[{"_id":"31","grant_number":"257906","name":"Engineering Proprioception in Computing Systems"}],"page":"1-7","language":[{"iso":"eng"}],"_id":"10673","doi":"10.1109/AHS.2015.7231178","user_id":"3118","year":"2015","status":"public","title":"Microarchitectural optimization by means of reconfigurable and evolvable cache mappings","author":[{"first_name":"Nam","last_name":"Ho","full_name":"Ho, Nam"},{"first_name":"Abdullah Fathi","last_name":"Ahmed","full_name":"Ahmed, Abdullah Fathi"},{"full_name":"Kaufmann, Paul","last_name":"Kaufmann","first_name":"Paul"},{"id":"398","first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"}],"date_updated":"2022-01-06T06:50:49Z"},{"department":[{"_id":"78"}],"type":"conference","date_created":"2019-07-10T11:30:00Z","citation":{"mla":"Kaufmann, Paul, and Cong Shen. “Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing.” <i>Genetic and Evolutionary Computation (GECCO)</i>, ACM, 2015, pp. 409–16.","ama":"Kaufmann P, Shen C. Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing. In: <i>Genetic and Evolutionary Computation (GECCO)</i>. ACM; 2015:409-416.","bibtex":"@inproceedings{Kaufmann_Shen_2015, title={Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing}, booktitle={Genetic and Evolutionary Computation (GECCO)}, publisher={ACM}, author={Kaufmann, Paul and Shen, Cong}, year={2015}, pages={409–416} }","apa":"Kaufmann, P., &#38; Shen, C. (2015). Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing. In <i>Genetic and Evolutionary Computation (GECCO)</i> (pp. 409–416). ACM.","ieee":"P. Kaufmann and C. Shen, “Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing,” in <i>Genetic and Evolutionary Computation (GECCO)</i>, 2015, pp. 409–416.","short":"P. Kaufmann, C. Shen, in: Genetic and Evolutionary Computation (GECCO), ACM, 2015, pp. 409–416.","chicago":"Kaufmann, Paul, and Cong Shen. “Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing.” In <i>Genetic and Evolutionary Computation (GECCO)</i>, 409–16. ACM, 2015."},"publication":"Genetic and Evolutionary Computation (GECCO)","user_id":"3118","_id":"10693","publisher":"ACM","page":"409-416","date_updated":"2022-01-06T06:50:49Z","author":[{"full_name":"Kaufmann, Paul","first_name":"Paul","last_name":"Kaufmann"},{"full_name":"Shen, Cong","first_name":"Cong","last_name":"Shen"}],"title":"Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing","status":"public","year":"2015"},{"citation":{"bibtex":"@inproceedings{Meisner_Platzner_2015, series={FPT}, title={Comparison of thread signatures for error detection in hybrid multi-cores}, DOI={<a href=\"https://doi.org/10.1109/FPT.2015.7393153\">10.1109/FPT.2015.7393153</a>}, booktitle={Field Programmable Technology (FPT), 2015 International Conference on}, author={Meisner, Sebastian and Platzner, Marco}, year={2015}, pages={212–215}, collection={FPT} }","ama":"Meisner S, Platzner M. Comparison of thread signatures for error detection in hybrid multi-cores. In: <i>Field Programmable Technology (FPT), 2015 International Conference On</i>. FPT. ; 2015:212-215. doi:<a href=\"https://doi.org/10.1109/FPT.2015.7393153\">10.1109/FPT.2015.7393153</a>","mla":"Meisner, Sebastian, and Marco Platzner. “Comparison of Thread Signatures for Error Detection in Hybrid Multi-Cores.” <i>Field Programmable Technology (FPT), 2015 International Conference On</i>, 2015, pp. 212–15, doi:<a href=\"https://doi.org/10.1109/FPT.2015.7393153\">10.1109/FPT.2015.7393153</a>.","chicago":"Meisner, Sebastian, and Marco Platzner. “Comparison of Thread Signatures for Error Detection in Hybrid Multi-Cores.” In <i>Field Programmable Technology (FPT), 2015 International Conference On</i>, 212–15. FPT, 2015. <a href=\"https://doi.org/10.1109/FPT.2015.7393153\">https://doi.org/10.1109/FPT.2015.7393153</a>.","short":"S. Meisner, M. Platzner, in: Field Programmable Technology (FPT), 2015 International Conference On, 2015, pp. 212–215.","ieee":"S. Meisner and M. Platzner, “Comparison of thread signatures for error detection in hybrid multi-cores,” in <i>Field Programmable Technology (FPT), 2015 International Conference on</i>, 2015, pp. 212–215.","apa":"Meisner, S., &#38; Platzner, M. (2015). Comparison of thread signatures for error detection in hybrid multi-cores. In <i>Field Programmable Technology (FPT), 2015 International Conference on</i> (pp. 212–215). <a href=\"https://doi.org/10.1109/FPT.2015.7393153\">https://doi.org/10.1109/FPT.2015.7393153</a>"},"publication":"Field Programmable Technology (FPT), 2015 International Conference on","department":[{"_id":"78"}],"type":"conference","date_created":"2019-07-10T11:47:24Z","date_updated":"2022-01-06T06:50:50Z","author":[{"full_name":"Meisner, Sebastian","last_name":"Meisner","first_name":"Sebastian"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"year":"2015","title":"Comparison of thread signatures for error detection in hybrid multi-cores","status":"public","doi":"10.1109/FPT.2015.7393153","user_id":"3118","_id":"10711","language":[{"iso":"eng"}],"series_title":"FPT","page":"212-215"},{"_id":"10714","publisher":"Universität Paderborn","language":[{"iso":"eng"}],"user_id":"477","author":[{"last_name":"Meißner","first_name":"Roland","full_name":"Meißner, Roland"}],"title":"Konzept und Implementation einer Benutzeroberfläche zur Generierung virtueller FPGAs","year":"2015","status":"public","date_updated":"2022-01-06T06:50:50Z","date_created":"2019-07-10T11:48:25Z","department":[{"_id":"78"}],"type":"bachelorsthesis","supervisor":[{"id":"3118","first_name":"Tobias","last_name":"Wiersema","full_name":"Wiersema, Tobias"}],"citation":{"mla":"Meißner, Roland. <i>Konzept Und Implementation Einer Benutzeroberfläche Zur Generierung Virtueller FPGAs</i>. Universität Paderborn, 2015.","apa":"Meißner, R. (2015). <i>Konzept und Implementation einer Benutzeroberfläche zur Generierung virtueller FPGAs</i>. Universität Paderborn.","ieee":"R. Meißner, <i>Konzept und Implementation einer Benutzeroberfläche zur Generierung virtueller FPGAs</i>. Universität Paderborn, 2015.","chicago":"Meißner, Roland. <i>Konzept Und Implementation Einer Benutzeroberfläche Zur Generierung Virtueller FPGAs</i>. Universität Paderborn, 2015.","ama":"Meißner R. <i>Konzept Und Implementation Einer Benutzeroberfläche Zur Generierung Virtueller FPGAs</i>. Universität Paderborn; 2015.","short":"R. Meißner, Konzept Und Implementation Einer Benutzeroberfläche Zur Generierung Virtueller FPGAs, Universität Paderborn, 2015.","bibtex":"@book{Meißner_2015, title={Konzept und Implementation einer Benutzeroberfläche zur Generierung virtueller FPGAs}, publisher={Universität Paderborn}, author={Meißner, Roland}, year={2015} }"},"project":[{"name":"SFB 901 - Subproject B4","_id":"12"},{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"}]},{"title":"Acceleration of Artificial Neural Networks on a Zynq Platform","status":"public","year":"2015","author":[{"first_name":"Thorbjörn","last_name":"Posewsky","full_name":"Posewsky, Thorbjörn"}],"date_updated":"2022-01-06T06:50:50Z","_id":"10726","language":[{"iso":"eng"}],"publisher":"Paderborn University","user_id":"3118","supervisor":[{"first_name":"Paul","last_name":"Kaufmann","full_name":"Kaufmann, Paul"}],"citation":{"ama":"Posewsky T. <i>Acceleration of Artificial Neural Networks on a Zynq Platform</i>. Paderborn University; 2015.","short":"T. Posewsky, Acceleration of Artificial Neural Networks on a Zynq Platform, Paderborn University, 2015.","chicago":"Posewsky, Thorbjörn. <i>Acceleration of Artificial Neural Networks on a Zynq Platform</i>. Paderborn University, 2015.","bibtex":"@book{Posewsky_2015, title={Acceleration of Artificial Neural Networks on a Zynq Platform}, publisher={Paderborn University}, author={Posewsky, Thorbjörn}, year={2015} }","apa":"Posewsky, T. (2015). <i>Acceleration of Artificial Neural Networks on a Zynq Platform</i>. Paderborn University.","mla":"Posewsky, Thorbjörn. <i>Acceleration of Artificial Neural Networks on a Zynq Platform</i>. Paderborn University, 2015.","ieee":"T. Posewsky, <i>Acceleration of Artificial Neural Networks on a Zynq Platform</i>. Paderborn University, 2015."},"date_created":"2019-07-10T11:54:44Z","type":"mastersthesis","department":[{"_id":"78"}]},{"citation":{"mla":"M. Mora, Antonio, et al. <i>Applications of Evolutionary Computation - 18th European Conference, EvoApplications</i>. Vol. 9028, Springer, 2015.","ama":"M. Mora A, Squillero G, Agapitos A, et al. <i>Applications of Evolutionary Computation - 18th European Conference, EvoApplications</i>. Vol 9028. Copenhagen, Denmark: Springer; 2015.","bibtex":"@book{M. Mora_Squillero_Agapitos_Burelli_S. Bush_Cagnoni_Cotta_De Falco_Della Cioppa_Divina_et al._2015, place={Copenhagen, Denmark}, series={Lecture Notes in Computer Science}, title={Applications of Evolutionary Computation - 18th European Conference, EvoApplications}, volume={9028}, publisher={Springer}, author={M. Mora, Antonio and Squillero, Giovanni and Agapitos, Alexandros and Burelli, Paolo and S. Bush, William and Cagnoni, Stefano and Cotta, Carlos and De Falco, Ivanoe and Della Cioppa, Antonio and Divina, Federico and et al.}, year={2015}, collection={Lecture Notes in Computer Science} }","apa":"M. Mora, A., Squillero, G., Agapitos, A., Burelli, P., S. Bush, W., Cagnoni, S., … Zhang (editors), M. (2015). <i>Applications of Evolutionary Computation - 18th European Conference, EvoApplications</i> (Vol. 9028). Copenhagen, Denmark: Springer.","ieee":"A. M. Mora <i>et al.</i>, <i>Applications of Evolutionary Computation - 18th European Conference, EvoApplications</i>, vol. 9028. Copenhagen, Denmark: Springer, 2015.","chicago":"M. Mora, Antonio, Giovanni Squillero, Alexandros Agapitos, Paolo Burelli, William S. Bush, Stefano Cagnoni, Carlos Cotta, et al. <i>Applications of Evolutionary Computation - 18th European Conference, EvoApplications</i>. Vol. 9028. Lecture Notes in Computer Science. Copenhagen, Denmark: Springer, 2015.","short":"A. M. Mora, G. Squillero, A. Agapitos, P. Burelli, W. S. Bush, S. Cagnoni, C. Cotta, I. De Falco, A. Della Cioppa, F. Divina, A.E. Eiben, A. I. Esparcia-Alc{\\’a}zar, F. Fern{\\’a}ndez de Vega, K. Glette, E. Haasdijk, J. Ignacio Hidalgo, M. Kampouridis, P. Kaufmann, M. Mavrovouniotis, T. Thanh Nguyen, R. Schaefer, K. Sim, E. Tarantino, N. Urquhart, M. Zhang (editors), Applications of Evolutionary Computation - 18th European Conference, EvoApplications, Springer, Copenhagen, Denmark, 2015."},"type":"book","department":[{"_id":"78"}],"date_created":"2019-07-10T12:06:35Z","place":"Copenhagen, Denmark","date_updated":"2022-01-06T06:50:50Z","intvolume":"      9028","year":"2015","status":"public","title":"Applications of Evolutionary Computation - 18th European Conference, EvoApplications","author":[{"first_name":"Antonio","last_name":"M. Mora","full_name":"M. Mora, Antonio"},{"full_name":"Squillero, Giovanni","last_name":"Squillero","first_name":"Giovanni"},{"last_name":"Agapitos","first_name":"Alexandros","full_name":"Agapitos, Alexandros"},{"last_name":"Burelli","first_name":"Paolo","full_name":"Burelli, Paolo"},{"last_name":"S. Bush","first_name":"William","full_name":"S. Bush, William"},{"full_name":"Cagnoni, Stefano","first_name":"Stefano","last_name":"Cagnoni"},{"full_name":"Cotta, Carlos","last_name":"Cotta","first_name":"Carlos"},{"full_name":"De Falco, Ivanoe","first_name":"Ivanoe","last_name":"De Falco"},{"first_name":"Antonio","last_name":"Della Cioppa","full_name":"Della Cioppa, Antonio"},{"first_name":"Federico","last_name":"Divina","full_name":"Divina, Federico"},{"first_name":"A.E.","last_name":"Eiben","full_name":"Eiben, A.E."},{"first_name":"Anna","last_name":"I. Esparcia-Alc{\\'a}zar","full_name":"I. Esparcia-Alc{\\'a}zar, Anna"},{"full_name":"Fern{\\'a}ndez de Vega, Francisco","first_name":"Francisco","last_name":"Fern{\\'a}ndez de Vega"},{"last_name":"Glette","first_name":"Kyrre","full_name":"Glette, Kyrre"},{"first_name":"Evert","last_name":"Haasdijk","full_name":"Haasdijk, Evert"},{"first_name":"J.","last_name":"Ignacio Hidalgo","full_name":"Ignacio Hidalgo, J."},{"full_name":"Kampouridis, Michael","first_name":"Michael","last_name":"Kampouridis"},{"first_name":"Paul","last_name":"Kaufmann","full_name":"Kaufmann, Paul"},{"full_name":"Mavrovouniotis, Michalis","first_name":"Michalis","last_name":"Mavrovouniotis"},{"last_name":"Thanh Nguyen","first_name":"Trung","full_name":"Thanh Nguyen, Trung"},{"full_name":"Schaefer, Robert","last_name":"Schaefer","first_name":"Robert"},{"full_name":"Sim, Kevin","first_name":"Kevin","last_name":"Sim"},{"full_name":"Tarantino, Ernesto","first_name":"Ernesto","last_name":"Tarantino"},{"full_name":"Urquhart, Neil","first_name":"Neil","last_name":"Urquhart"},{"last_name":"Zhang (editors)","first_name":"Mengjie","full_name":"Zhang (editors), Mengjie"}],"user_id":"3118","volume":9028,"publisher":"Springer","_id":"10757","series_title":"Lecture Notes in Computer Science"},{"date_updated":"2022-01-06T06:50:50Z","status":"public","title":"Significant papers from the first 25 years of the FPL conference","year":"2015","author":[{"last_name":"H.W. Leong","first_name":"Philip","full_name":"H.W. Leong, Philip"},{"first_name":"Hideharu","last_name":"Amano","full_name":"Amano, Hideharu"},{"last_name":"Anderson","first_name":"Jason","full_name":"Anderson, Jason"},{"full_name":"Bertels, Koen","last_name":"Bertels","first_name":"Koen"},{"full_name":"M.P. Cardoso, Jo\\~ao","first_name":"Jo\\~ao","last_name":"M.P. Cardoso"},{"first_name":"Oliver","last_name":"Diessel","full_name":"Diessel, Oliver"},{"full_name":"Gogniat, Guy","last_name":"Gogniat","first_name":"Guy"},{"first_name":"Mike","last_name":"Hutton","full_name":"Hutton, Mike"},{"full_name":"Lee, JunKyu","first_name":"JunKyu","last_name":"Lee"},{"full_name":"Luk, Wayne","last_name":"Luk","first_name":"Wayne"},{"first_name":"Patrick","last_name":"Lysaght","full_name":"Lysaght, Patrick"},{"id":"398","first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"full_name":"K. Prasanna, Viktor","first_name":"Viktor","last_name":"K. Prasanna"},{"first_name":"Tero","last_name":"Rissa","full_name":"Rissa, Tero"},{"last_name":"Silvano","first_name":"Cristina","full_name":"Silvano, Cristina"},{"first_name":"Hayden","last_name":"So","full_name":"So, Hayden"},{"last_name":"Wang","first_name":"Yu","full_name":"Wang, Yu"}],"doi":"10.1109/FPL.2015.7293747","user_id":"3118","page":"1-3","language":[{"iso":"eng"}],"_id":"10765","publisher":"Imperial College","publication":"Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)","citation":{"ieee":"P. H.W. Leong <i>et al.</i>, “Significant papers from the first 25 years of the FPL conference,” in <i>Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)</i>, 2015, pp. 1–3.","apa":"H.W. Leong, P., Amano, H., Anderson, J., Bertels, K., M.P. Cardoso, J., Diessel, O., … Wang, Y. (2015). Significant papers from the first 25 years of the FPL conference. In <i>Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)</i> (pp. 1–3). Imperial College. <a href=\"https://doi.org/10.1109/FPL.2015.7293747\">https://doi.org/10.1109/FPL.2015.7293747</a>","short":"P. H.W. Leong, H. Amano, J. Anderson, K. Bertels, J. M.P. Cardoso, O. Diessel, G. Gogniat, M. Hutton, J. Lee, W. Luk, P. Lysaght, M. Platzner, V. K. Prasanna, T. Rissa, C. Silvano, H. So, Y. Wang, in: Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL), Imperial College, 2015, pp. 1–3.","chicago":"H.W. Leong, Philip, Hideharu Amano, Jason Anderson, Koen Bertels, Jo\\~ao M.P. Cardoso, Oliver Diessel, Guy Gogniat, et al. “Significant Papers from the First 25 Years of the FPL Conference.” In <i>Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)</i>, 1–3. Imperial College, 2015. <a href=\"https://doi.org/10.1109/FPL.2015.7293747\">https://doi.org/10.1109/FPL.2015.7293747</a>.","mla":"H.W. Leong, Philip, et al. “Significant Papers from the First 25 Years of the FPL Conference.” <i>Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)</i>, Imperial College, 2015, pp. 1–3, doi:<a href=\"https://doi.org/10.1109/FPL.2015.7293747\">10.1109/FPL.2015.7293747</a>.","bibtex":"@inproceedings{H.W. Leong_Amano_Anderson_Bertels_M.P. Cardoso_Diessel_Gogniat_Hutton_Lee_Luk_et al._2015, title={Significant papers from the first 25 years of the FPL conference}, DOI={<a href=\"https://doi.org/10.1109/FPL.2015.7293747\">10.1109/FPL.2015.7293747</a>}, booktitle={Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)}, publisher={Imperial College}, author={H.W. Leong, Philip and Amano, Hideharu and Anderson, Jason and Bertels, Koen and M.P. Cardoso, Jo\\~ao and Diessel, Oliver and Gogniat, Guy and Hutton, Mike and Lee, JunKyu and Luk, Wayne and et al.}, year={2015}, pages={1–3} }","ama":"H.W. Leong P, Amano H, Anderson J, et al. Significant papers from the first 25 years of the FPL conference. In: <i>Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL)</i>. Imperial College; 2015:1-3. doi:<a href=\"https://doi.org/10.1109/FPL.2015.7293747\">10.1109/FPL.2015.7293747</a>"},"type":"conference","department":[{"_id":"78"}],"date_created":"2019-07-10T12:07:53Z"},{"language":[{"iso":"eng"}],"_id":"10767","user_id":"3118","title":"New Codesign Solutions for Modelling and Partitioning of Probabilistic Reconfigurable Embedded Software","status":"public","year":"2015","author":[{"full_name":"Ghribi, Ines","last_name":"Ghribi","first_name":"Ines"},{"first_name":"Riadh","last_name":"Ben Abdallah","full_name":"Ben Abdallah, Riadh"},{"first_name":"Mohamed","last_name":"Khalgui","full_name":"Khalgui, Mohamed"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"date_updated":"2022-01-06T06:50:50Z","date_created":"2019-07-10T12:07:55Z","type":"conference","department":[{"_id":"78"}],"publication":"Proceedings of the 29th European Simulation and Modelling Conference (ESM)","citation":{"bibtex":"@inproceedings{Ghribi_Ben Abdallah_Khalgui_Platzner_2015, title={New Codesign Solutions for Modelling and Partitioning of Probabilistic Reconfigurable Embedded Software}, booktitle={Proceedings of the 29th European Simulation and Modelling Conference (ESM)}, author={Ghribi, Ines and Ben Abdallah, Riadh and Khalgui, Mohamed and Platzner, Marco}, year={2015} }","ama":"Ghribi I, Ben Abdallah R, Khalgui M, Platzner M. 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De Micheli, IEEE Transactions on Nanotechnology 14 (2015) 1117–1126.","mla":"Ghasemzadeh Mohammadi, Hassan, et al. “From Defect Analysis to Gate-Level Fault Modeling of Controllable-Polarity Silicon Nanowires.” <i>IEEE Transactions on Nanotechnology</i>, vol. 14, no. 6, IEEE, 2015, pp. 1117–26, doi:<a href=\"https://doi.org/10.1109/TNANO.2015.2482359\">10.1109/TNANO.2015.2482359</a>.","bibtex":"@article{Ghasemzadeh Mohammadi_Gaillardon_De Micheli_2015, title={From Defect Analysis to Gate-Level Fault Modeling of Controllable-Polarity Silicon Nanowires}, volume={14}, DOI={<a href=\"https://doi.org/10.1109/TNANO.2015.2482359\">10.1109/TNANO.2015.2482359</a>}, number={6}, journal={IEEE Transactions on Nanotechnology}, publisher={IEEE}, author={Ghasemzadeh Mohammadi, Hassan and Gaillardon, Pierre-Emmanuel and De Micheli, Giovanni}, year={2015}, pages={1117–1126} }","ama":"Ghasemzadeh Mohammadi H, Gaillardon P-E, De Micheli G. 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On the design of a fault tolerant ripple-carry adder with controllable-polarity transistors. In: <i>2015 IEEE Computer Society Annual Symposium on VLSI</i>. IEEE; 2015:491-496. doi:<a href=\"https://doi.org/10.1109/ISVLSI.2015.13\">10.1109/ISVLSI.2015.13</a>","mla":"Ghasemzadeh Mohammadi, Hassan, et al. “On the Design of a Fault Tolerant Ripple-Carry Adder with Controllable-Polarity Transistors.” <i>2015 IEEE Computer Society Annual Symposium on VLSI</i>, IEEE, 2015, pp. 491–96, doi:<a href=\"https://doi.org/10.1109/ISVLSI.2015.13\">10.1109/ISVLSI.2015.13</a>.","short":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G. De Micheli, E. Sanchez, M.S. Reorda, in: 2015 IEEE Computer Society Annual Symposium on VLSI, IEEE, 2015, pp. 491–496.","chicago":"Ghasemzadeh Mohammadi, Hassan, Pierre-Emmanuel Gaillardon, Jian Zhang, Giovanni De Micheli, Eduardo Sanchez, and Matteo Sonza Reorda. “On the Design of a Fault Tolerant Ripple-Carry Adder with Controllable-Polarity Transistors.” In <i>2015 IEEE Computer Society Annual Symposium on VLSI</i>, 491–96. IEEE, 2015. <a href=\"https://doi.org/10.1109/ISVLSI.2015.13\">https://doi.org/10.1109/ISVLSI.2015.13</a>.","ieee":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G. De Micheli, E. Sanchez, and M. S. Reorda, “On the design of a fault tolerant ripple-carry adder with controllable-polarity transistors,” in <i>2015 IEEE Computer Society Annual Symposium on VLSI</i>, 2015, pp. 491–496.","apa":"Ghasemzadeh Mohammadi, H., Gaillardon, P.-E., Zhang, J., De Micheli, G., Sanchez, E., &#38; Reorda, M. S. (2015). On the design of a fault tolerant ripple-carry adder with controllable-polarity transistors. In <i>2015 IEEE Computer Society Annual Symposium on VLSI</i> (pp. 491–496). IEEE. <a href=\"https://doi.org/10.1109/ISVLSI.2015.13\">https://doi.org/10.1109/ISVLSI.2015.13</a>"},"user_id":"3118","doi":"10.1109/ISVLSI.2015.13","page":"491-496","_id":"10771","publisher":"IEEE","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:50:50Z","title":"On the design of a fault tolerant ripple-carry adder with controllable-polarity transistors","year":"2015","status":"public","author":[{"full_name":"Ghasemzadeh Mohammadi, Hassan","last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan","id":"61186"},{"first_name":"Pierre-Emmanuel","last_name":"Gaillardon","full_name":"Gaillardon, Pierre-Emmanuel"},{"full_name":"Zhang, Jian","last_name":"Zhang","first_name":"Jian"},{"last_name":"De Micheli","first_name":"Giovanni","full_name":"De Micheli, Giovanni"},{"full_name":"Sanchez, Eduardo","last_name":"Sanchez","first_name":"Eduardo"},{"first_name":"Matteo Sonza","last_name":"Reorda","full_name":"Reorda, Matteo Sonza"}]},{"type":"conference","department":[{"_id":"78"}],"date_created":"2019-07-10T12:08:17Z","extern":"1","publication":"Proceedings of the 2015 Design, Automation & Test in Europe Conference \\& Exhibition","citation":{"ieee":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, and G. De Micheli, “Fault modeling in controllable polarity silicon nanowire circuits,” in <i>Proceedings of the 2015 Design, Automation &#38; Test in Europe Conference \\&#38; Exhibition</i>, 2015, pp. 453–458.","apa":"Ghasemzadeh Mohammadi, H., Gaillardon, P.-E., &#38; De Micheli, G. (2015). Fault modeling in controllable polarity silicon nanowire circuits. In <i>Proceedings of the 2015 Design, Automation &#38; Test in Europe Conference \\&#38; Exhibition</i> (pp. 453–458). EDA Consortium. <a href=\"https://doi.org/10.7873/DATE.2015.0428\">https://doi.org/10.7873/DATE.2015.0428</a>","chicago":"Ghasemzadeh Mohammadi, Hassan, Pierre-Emmanuel Gaillardon, and Giovanni De Micheli. “Fault Modeling in Controllable Polarity Silicon Nanowire Circuits.” In <i>Proceedings of the 2015 Design, Automation &#38; Test in Europe Conference \\&#38; Exhibition</i>, 453–58. EDA Consortium, 2015. <a href=\"https://doi.org/10.7873/DATE.2015.0428\">https://doi.org/10.7873/DATE.2015.0428</a>.","short":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. 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Fault modeling in controllable polarity silicon nanowire circuits. In: <i>Proceedings of the 2015 Design, Automation &#38; Test in Europe Conference \\&#38; Exhibition</i>. EDA Consortium; 2015:453-458. doi:<a href=\"https://doi.org/10.7873/DATE.2015.0428\">10.7873/DATE.2015.0428</a>"},"doi":"10.7873/DATE.2015.0428","user_id":"3118","page":"453-458","_id":"10772","language":[{"iso":"eng"}],"publisher":"EDA Consortium","date_updated":"2022-01-06T06:50:50Z","title":"Fault modeling in controllable polarity silicon nanowire circuits","year":"2015","status":"public","author":[{"id":"61186","last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan","full_name":"Ghasemzadeh Mohammadi, Hassan"},{"first_name":"Pierre-Emmanuel","last_name":"Gaillardon","full_name":"Gaillardon, Pierre-Emmanuel"},{"full_name":"De Micheli, Giovanni","last_name":"De Micheli","first_name":"Giovanni"}]},{"citation":{"apa":"Guettatfi, Z., Kermia, O., &#38; Khouas, A. (2015). Over effective hard real-time hardware tasks scheduling and allocation. In <i>25th International Conference on Field Programmable Logic and Applications (FPL)</i>. Imperial College. <a href=\"https://doi.org/10.1109/FPL.2015.7293994\">https://doi.org/10.1109/FPL.2015.7293994</a>","ieee":"Z. Guettatfi, O. Kermia, and A. Khouas, “Over effective hard real-time hardware tasks scheduling and allocation,” in <i>25th International Conference on Field Programmable Logic and Applications (FPL)</i>, 2015.","chicago":"Guettatfi, Zakarya, Omar Kermia, and Abdelhakim Khouas. “Over Effective Hard Real-Time Hardware Tasks Scheduling and Allocation.” In <i>25th International Conference on Field Programmable Logic and Applications (FPL)</i>. Imperial College, 2015. <a href=\"https://doi.org/10.1109/FPL.2015.7293994\">https://doi.org/10.1109/FPL.2015.7293994</a>.","short":"Z. Guettatfi, O. Kermia, A. Khouas, in: 25th International Conference on Field Programmable Logic and Applications (FPL), Imperial College, 2015.","mla":"Guettatfi, Zakarya, et al. “Over Effective Hard Real-Time Hardware Tasks Scheduling and Allocation.” <i>25th International Conference on Field Programmable Logic and Applications (FPL)</i>, Imperial College, 2015, doi:<a href=\"https://doi.org/10.1109/FPL.2015.7293994\">10.1109/FPL.2015.7293994</a>.","ama":"Guettatfi Z, Kermia O, Khouas A. Over effective hard real-time hardware tasks scheduling and allocation. In: <i>25th International Conference on Field Programmable Logic and Applications (FPL)</i>. Imperial College; 2015. doi:<a href=\"https://doi.org/10.1109/FPL.2015.7293994\">10.1109/FPL.2015.7293994</a>","bibtex":"@inproceedings{Guettatfi_Kermia_Khouas_2015, title={Over effective hard real-time hardware tasks scheduling and allocation}, DOI={<a href=\"https://doi.org/10.1109/FPL.2015.7293994\">10.1109/FPL.2015.7293994</a>}, booktitle={25th International Conference on Field Programmable Logic and Applications (FPL)}, publisher={Imperial College}, author={Guettatfi, Zakarya and Kermia, Omar and Khouas, Abdelhakim}, year={2015} }"},"publication":"25th International Conference on Field Programmable Logic and Applications (FPL)","extern":"1","date_created":"2019-07-10T12:11:36Z","department":[{"_id":"78"}],"type":"conference","keyword":["embedded systems","field programmable gate arrays","operating systems (computers)","scheduling","μC/OS-II","FPGAs","OS foundation","SafeRTOS","Xenomai","chip utilization ration","complex time constraints","embedded systems","hard real-time hardware task allocation","hard real-time hardware task scheduling","hardware-software real-time operating systems","partially reconfigurable field-programmable gate arrays","resource constraints","safety-critical RTOS","Field programmable gate arrays","Hardware","Job shop scheduling","Real-time systems","Shape","Software"],"author":[{"last_name":"Guettatfi","first_name":"Zakarya","full_name":"Guettatfi, Zakarya"},{"full_name":"Kermia, Omar","last_name":"Kermia","first_name":"Omar"},{"first_name":"Abdelhakim","last_name":"Khouas","full_name":"Khouas, Abdelhakim"}],"publication_identifier":{"issn":["1946-147X"]},"year":"2015","title":"Over effective hard real-time hardware tasks scheduling and allocation","status":"public","date_updated":"2022-01-06T06:50:50Z","publisher":"Imperial College","_id":"10779","language":[{"iso":"eng"}],"doi":"10.1109/FPL.2015.7293994","user_id":"398"},{"date_created":"2019-07-12T05:27:19Z","keyword":["speech enhancement","noise tracking","optimal smoothing"],"type":"conference","oa":"1","department":[{"_id":"54"}],"publication":"Interspeech 2015","citation":{"mla":"Chinaev, Aleksej, and Reinhold Haeb-Umbach. “On Optimal Smoothing in Minimum Statistics Based Noise Tracking.” <i>Interspeech 2015</i>, 2015, pp. 1785–89.","ama":"Chinaev A, Haeb-Umbach R. On Optimal Smoothing in Minimum Statistics Based Noise Tracking. In: <i>Interspeech 2015</i>. ; 2015:1785-1789.","bibtex":"@inproceedings{Chinaev_Haeb-Umbach_2015, title={On Optimal Smoothing in Minimum Statistics Based Noise Tracking}, booktitle={Interspeech 2015}, author={Chinaev, Aleksej and Haeb-Umbach, Reinhold}, year={2015}, pages={1785–1789} }","apa":"Chinaev, A., &#38; Haeb-Umbach, R. (2015). On Optimal Smoothing in Minimum Statistics Based Noise Tracking. In <i>Interspeech 2015</i> (pp. 1785–1789).","ieee":"A. Chinaev and R. Haeb-Umbach, “On Optimal Smoothing in Minimum Statistics Based Noise Tracking,” in <i>Interspeech 2015</i>, 2015, pp. 1785–1789.","chicago":"Chinaev, Aleksej, and Reinhold Haeb-Umbach. “On Optimal Smoothing in Minimum Statistics Based Noise Tracking.” In <i>Interspeech 2015</i>, 1785–89, 2015.","short":"A. Chinaev, R. Haeb-Umbach, in: Interspeech 2015, 2015, pp. 1785–1789."},"abstract":[{"text":"Noise tracking is an important component of speech enhancement algorithms. Of the many noise trackers proposed, Minimum Statistics (MS) is a particularly popular one due to its simple parameterization and at the same time excellent performance. In this paper we propose to further reduce the number of MS parameters by giving an alternative derivation of an optimal smoothing constant. At the same time the noise tracking performance is improved as is demonstrated by experiments employing speech degraded by various noise types and at different SNR values.","lang":"eng"}],"related_material":{"link":[{"description":"Poster","url":"https://groups.uni-paderborn.de/nt/pubs/2015/ChHa15_Poster.pdf","relation":"supplementary_material"}]},"page":"1785-1789","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2015/ChHa15.pdf","open_access":"1"}],"_id":"11739","language":[{"iso":"eng"}],"user_id":"44006","year":"2015","title":"On Optimal Smoothing in Minimum Statistics Based Noise Tracking","status":"public","author":[{"first_name":"Aleksej","last_name":"Chinaev","full_name":"Chinaev, Aleksej"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"date_updated":"2022-01-06T06:51:08Z"},{"main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2015/DeWaHa.pdf"}],"language":[{"iso":"eng"}],"_id":"11748","user_id":"44006","year":"2015","title":"Semantic Analysis of Spoken Input using Markov Logic Networks","status":"public","author":[{"full_name":"Despotovic, Vladimir","last_name":"Despotovic","first_name":"Vladimir"},{"last_name":"Walter","first_name":"Oliver","full_name":"Walter, Oliver"},{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"date_updated":"2022-01-06T06:51:08Z","date_created":"2019-07-12T05:27:30Z","type":"conference","oa":"1","department":[{"_id":"54"}],"publication":"INTERSPEECH 2015","citation":{"chicago":"Despotovic, Vladimir, Oliver Walter, and Reinhold Haeb-Umbach. “Semantic Analysis of Spoken Input Using Markov Logic Networks.” In <i>INTERSPEECH 2015</i>, 2015.","ama":"Despotovic V, Walter O, Haeb-Umbach R. Semantic Analysis of Spoken Input using Markov Logic Networks. In: <i>INTERSPEECH 2015</i>. ; 2015.","short":"V. Despotovic, O. Walter, R. Haeb-Umbach, in: INTERSPEECH 2015, 2015.","bibtex":"@inproceedings{Despotovic_Walter_Haeb-Umbach_2015, title={Semantic Analysis of Spoken Input using Markov Logic Networks}, booktitle={INTERSPEECH 2015}, author={Despotovic, Vladimir and Walter, Oliver and Haeb-Umbach, Reinhold}, year={2015} }","apa":"Despotovic, V., Walter, O., &#38; Haeb-Umbach, R. (2015). Semantic Analysis of Spoken Input using Markov Logic Networks. In <i>INTERSPEECH 2015</i>.","mla":"Despotovic, Vladimir, et al. “Semantic Analysis of Spoken Input Using Markov Logic Networks.” <i>INTERSPEECH 2015</i>, 2015.","ieee":"V. Despotovic, O. Walter, and R. Haeb-Umbach, “Semantic Analysis of Spoken Input using Markov Logic Networks,” in <i>INTERSPEECH 2015</i>, 2015."},"abstract":[{"lang":"eng","text":"We present a semantic analysis technique for spoken input using Markov Logic Networks (MLNs). MLNs combine graphical models with first-order logic. They areparticularly suitable for providing inference in the presence of inconsistent and incomplete data, which are typical of an automatic speech recognizer's (ASR) output in the presence of degraded speech. The target application is a speech interface to a home automation system to be operated by people with speech impairments, where the ASR output is particularly noisy. In order to cater for dysarthric speech with non-canonical phoneme realizations, acoustic representations of the input speech are learned in an unsupervised fashion. While training data transcripts are not required for the acoustic model training, the MLN training requires supervision, however, at a rather loose and abstract level. Results on two databases, one of them for dysarthric speech, show that MLN-based semantic analysis clearly outperforms baseline approaches employing non-negative matrix factorization, multinomial naive Bayes models, or support vector machines."}],"related_material":{"link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2015/DeWaHa_Poster.pdf","relation":"supplementary_material","description":"Poster"}]}},{"publication":"23th European Signal Processing Conference (EUSIPCO 2015)","citation":{"chicago":"Drude, Lukas, Florian Jacob, and Reinhold Haeb-Umbach. “DOA-Estimation Based on a Complex Watson Kernel Method.” In <i>23th European Signal Processing Conference (EUSIPCO 2015)</i>, 2015.","short":"L. Drude, F. Jacob, R. Haeb-Umbach, in: 23th European Signal Processing Conference (EUSIPCO 2015), 2015.","apa":"Drude, L., Jacob, F., &#38; Haeb-Umbach, R. (2015). DOA-Estimation based on a Complex Watson Kernel Method. In <i>23th European Signal Processing Conference (EUSIPCO 2015)</i>.","ieee":"L. Drude, F. Jacob, and R. Haeb-Umbach, “DOA-Estimation based on a Complex Watson Kernel Method,” in <i>23th European Signal Processing Conference (EUSIPCO 2015)</i>, 2015.","ama":"Drude L, Jacob F, Haeb-Umbach R. DOA-Estimation based on a Complex Watson Kernel Method. In: <i>23th European Signal Processing Conference (EUSIPCO 2015)</i>. ; 2015.","bibtex":"@inproceedings{Drude_Jacob_Haeb-Umbach_2015, title={DOA-Estimation based on a Complex Watson Kernel Method}, booktitle={23th European Signal Processing Conference (EUSIPCO 2015)}, author={Drude, Lukas and Jacob, Florian and Haeb-Umbach, Reinhold}, year={2015} }","mla":"Drude, Lukas, et al. “DOA-Estimation Based on a Complex Watson Kernel Method.” <i>23th European Signal Processing Conference (EUSIPCO 2015)</i>, 2015."},"abstract":[{"lang":"eng","text":"This contribution presents a Direction of Arrival (DoA) estimation algorithm based on the complex Watson distribution to incorporate both phase and level differences of captured micro- phone array signals. The derived algorithm is reviewed in the context of the Generalized State Coherence Transform (GSCT) on the one hand and a kernel density estimation method on the other hand. A thorough simulative evaluation yields insight into parameter selection and provides details on the performance for both directional and omni-directional microphones. A comparison to the well known Steered Response Power with Phase Transform (SRP-PHAT) algorithm and a state of the art DoA estimator which explicitly accounts for aliasing, shows in particular the advantages of presented algorithm if inter-sensor level differences are indicative of the DoA, as with directional microphones."}],"related_material":{"link":[{"description":"Presentation","url":"https://groups.uni-paderborn.de/nt/pubs/2015/DrJaHa15_Presentation.pdf","relation":"supplementary_material"}]},"date_created":"2019-07-12T05:27:38Z","type":"conference","department":[{"_id":"54"}],"oa":"1","title":"DOA-Estimation based on a Complex Watson Kernel Method","status":"public","year":"2015","author":[{"id":"11213","first_name":"Lukas","last_name":"Drude","full_name":"Drude, Lukas"},{"full_name":"Jacob, Florian","first_name":"Florian","last_name":"Jacob"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"date_updated":"2022-01-06T06:51:08Z","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2015/DrJaHa15.pdf"}],"language":[{"iso":"eng"}],"_id":"11755","user_id":"44006"},{"department":[{"_id":"54"}],"type":"conference","date_created":"2019-07-12T05:28:41Z","citation":{"chicago":"Heymann, Jahn, Lukas Drude, Aleksej Chinaev, and Reinhold Haeb-Umbach. “BLSTM Supported GEV Beamformer Front-End for the 3RD CHiME Challenge.” In <i>Automatic Speech Recognition and Understanding Workshop (ASRU 2015)</i>, 2015.","short":"J. Heymann, L. Drude, A. Chinaev, R. Haeb-Umbach, in: Automatic Speech Recognition and Understanding Workshop (ASRU 2015), 2015.","apa":"Heymann, J., Drude, L., Chinaev, A., &#38; Haeb-Umbach, R. (2015). BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge. In <i>Automatic Speech Recognition and Understanding Workshop (ASRU 2015)</i>.","ieee":"J. Heymann, L. Drude, A. Chinaev, and R. Haeb-Umbach, “BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge,” in <i>Automatic Speech Recognition and Understanding Workshop (ASRU 2015)</i>, 2015.","ama":"Heymann J, Drude L, Chinaev A, Haeb-Umbach R. BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge. In: <i>Automatic Speech Recognition and Understanding Workshop (ASRU 2015)</i>. ; 2015.","bibtex":"@inproceedings{Heymann_Drude_Chinaev_Haeb-Umbach_2015, title={BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge}, booktitle={Automatic Speech Recognition and Understanding Workshop (ASRU 2015)}, author={Heymann, Jahn and Drude, Lukas and Chinaev, Aleksej and Haeb-Umbach, Reinhold}, year={2015} }","mla":"Heymann, Jahn, et al. “BLSTM Supported GEV Beamformer Front-End for the 3RD CHiME Challenge.” <i>Automatic Speech Recognition and Understanding Workshop (ASRU 2015)</i>, 2015."},"publication":"Automatic Speech Recognition and Understanding Workshop (ASRU 2015)","user_id":"44006","_id":"11810","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:09Z","author":[{"id":"9168","full_name":"Heymann, Jahn","last_name":"Heymann","first_name":"Jahn"},{"id":"11213","full_name":"Drude, Lukas","first_name":"Lukas","last_name":"Drude"},{"last_name":"Chinaev","first_name":"Aleksej","full_name":"Chinaev, Aleksej"},{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"status":"public","title":"BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge","year":"2015"},{"publication":"Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on","citation":{"mla":"Heymann, Jahn, et al. “Unsupervised Adaptation of a Denoising Autoencoder by Bayesian Feature Enhancement for Reverberant Asr under Mismatch Conditions.” <i>Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On</i>, 2015, pp. 5053–57, doi:<a href=\"https://doi.org/10.1109/ICASSP.2015.7178933\">10.1109/ICASSP.2015.7178933</a>.","ama":"Heymann J, Haeb-Umbach R, Golik P, Schlueter R. Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In: <i>Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On</i>. ; 2015:5053-5057. doi:<a href=\"https://doi.org/10.1109/ICASSP.2015.7178933\">10.1109/ICASSP.2015.7178933</a>","bibtex":"@inproceedings{Heymann_Haeb-Umbach_Golik_Schlueter_2015, title={Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2015.7178933\">10.1109/ICASSP.2015.7178933</a>}, booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on}, author={Heymann, Jahn and Haeb-Umbach, Reinhold and Golik, P. and Schlueter, R.}, year={2015}, pages={5053–5057} }","apa":"Heymann, J., Haeb-Umbach, R., Golik, P., &#38; Schlueter, R. (2015). Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. In <i>Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on</i> (pp. 5053–5057). <a href=\"https://doi.org/10.1109/ICASSP.2015.7178933\">https://doi.org/10.1109/ICASSP.2015.7178933</a>","ieee":"J. Heymann, R. Haeb-Umbach, P. Golik, and R. Schlueter, “Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions,” in <i>Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on</i>, 2015, pp. 5053–5057.","chicago":"Heymann, Jahn, Reinhold Haeb-Umbach, P. Golik, and R. Schlueter. “Unsupervised Adaptation of a Denoising Autoencoder by Bayesian Feature Enhancement for Reverberant Asr under Mismatch Conditions.” In <i>Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On</i>, 5053–57, 2015. <a href=\"https://doi.org/10.1109/ICASSP.2015.7178933\">https://doi.org/10.1109/ICASSP.2015.7178933</a>.","short":"J. Heymann, R. Haeb-Umbach, P. Golik, R. Schlueter, in: Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On, 2015, pp. 5053–5057."},"abstract":[{"text":"The parametric Bayesian Feature Enhancement (BFE) and a datadriven Denoising Autoencoder (DA) both bring performance gains in severe single-channel speech recognition conditions. The first can be adjusted to different conditions by an appropriate parameter setting, while the latter needs to be trained on conditions similar to the ones expected at decoding time, making it vulnerable to a mismatch between training and test conditions. We use a DNN backend and study reverberant ASR under three types of mismatch conditions: different room reverberation times, different speaker to microphone distances and the difference between artificially reverberated data and the recordings in a reverberant environment. We show that for these mismatch conditions BFE can provide the targets for a DA. This unsupervised adaptation provides a performance gain over the direct use of BFE and even enables to compensate for the mismatch of real and simulated reverberant data.","lang":"eng"}],"date_created":"2019-07-12T05:28:45Z","keyword":["codecs","signal denoising","speech recognition","Bayesian feature enhancement","denoising autoencoder","reverberant ASR","single-channel speech recognition","speaker to microphone distances","unsupervised adaptation","Adaptation models","Noise reduction","Reverberation","Speech","Speech recognition","Training","deep neuronal networks","denoising autoencoder","feature enhancement","robust speech recognition"],"type":"conference","department":[{"_id":"54"}],"oa":"1","status":"public","title":"Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions","year":"2015","author":[{"id":"9168","last_name":"Heymann","first_name":"Jahn","full_name":"Heymann, Jahn"},{"id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"},{"full_name":"Golik, P.","first_name":"P.","last_name":"Golik"},{"full_name":"Schlueter, R.","first_name":"R.","last_name":"Schlueter"}],"date_updated":"2022-01-06T06:51:09Z","page":"5053-5057","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2015/hey_icassp_2015.pdf"}],"_id":"11813","language":[{"iso":"eng"}],"user_id":"44006","doi":"10.1109/ICASSP.2015.7178933"}]