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Jenia Jitsev's publications

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning
2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 617 - 620 () [10.1109/IGARSS39084.2020.9323734] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;  ;
Scaling Up a Multispectral Resnet-50 to 128 GPUs
2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 IEEE 1058 - 1061 () [10.1109/IGARSS39084.2020.9324237] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning
2020 IEEE Conference on Games (CoG) : [Proceedings] - IEEE, 2020
2020 IEEE Conference on Games (CoG), OsakaOsaka, Japan, 24 Aug 2020 - 27 Aug 20202020-08-242020-08-27
IEEE 447 - 454 () [10.1109/CoG47356.2020.9231802] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning
High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science
ISC High Performance 2020, ISC 2020, FrankfurtFrankfurt, Germany, 22 Jun 2020 - 25 Jun 20202020-06-222020-06-25
Cham : Springer, Lecture Notes in Computer Science 12321, 81-101 () [10.1007/978-3-030-59851-8_6] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Sub-Grid Scale Modelling at Scale with Deep Learning and up to 60 Billion Degrees of Freedom
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 379 - 388 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Developing Exascale Computing at JSC
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Deutschland, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 1 - 19 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Remote Sensing Big Data Classification with High Performance Distributed Deep Learning
Remote sensing 11(24), 3056 - () [10.3390/rs11243056] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Towards Prediction of Turbulent Flows at High Reynolds Numbers Using High Performance Computing Data and Deep Learning
High Performance Computing
International Conference on High Performance Computing, FrankfurtFrankfurt, Germany, 24 Jun 2018 - 28 Jun 20182018-06-242018-06-28
Cham : Springer International Publishing, Lecture Notes in Computer Science 11203, 614 - 623 () [10.1007/978-3-030-02465-9_44] special issue: "ISC High Performance 2018 International Workshops" BibTeX | EndNote: XML, Text | RIS

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Corticostriatal circuit mechanisms of value-based action selection: Implementation of reinforcement learning algorithms and beyond
Behavioural brain research 311, 110 - 121 () [10.1016/j.bbr.2016.05.017]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Self-generated off-line memory reprocessing in cortical microcircuits
9th Internation Brain Research Organisation Conference (IBRO), Rio de JaneiroRio de Janeiro, Brasil, 7 Jul 2015 - 11 Jul 20152015-07-072015-07-11 34 pp. () BibTeX | EndNote: XML, Text | RIS

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Fast rhythm cycles as atomic fragments of cortical processing and learning
23rd Annual Computational Neuroscience Meeting, CNS 2014, QuebecQuebec, Canada, 24 Jul 2014 - 31 Jul 20142014-07-242014-07-31 BMC neuroscience 15(Suppl 1), P136 - () [10.1186/1471-2202-15-S1-P136]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings
Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural Network
24th International Conference on Artificial Neural Networks, ICANN 2014, HamburgHamburg, Germany, 15 Sep 2014 - 19 Sep 20142014-09-152014-09-19 Cham : Springer International Publishing, Lecture Notes in Computer Science 8681, 659 - 666 () [10.1007/978-3-319-11179-7_83]  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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Functional role of opponent, dopamine modulated D1/D2 plasticity in prediction error-driven reinforcement learning in the basal ganglia
Berstein Conference on Computational Neuroscience, TuebingenTuebingen, Germany, 24 Sep 2013 - 27 Sep 20132013-09-242013-09-27 G-Node 162 - 163 () [10.12751/nncn.bc2013.0164]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings  ;  ;  ;
Functional role of opponent, dopamine modulated D1/D2 plasticity in reinforcement learning
Twenty Second Annual Computational Neuroscience Meeting: CNS*2013, ParisParis, France, 13 Jul 2013 - 18 Jul 20132013-07-132013-07-18 BMC neuroscience 14(Suppl 1), P199 () [10.1186/1471-2202-14-S1-P199] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS