Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Schorn, Christoph"'
Autor:
Beyer, Michael, Morozov, Andrey, Valiev, Emil, Schorn, Christoph, Gauerhof, Lydia, Ding, Kai, Janschek, Klaus
Today, Deep Learning (DL) enhances almost every industrial sector, including safety-critical areas. The next generation of safety standards will define appropriate verification techniques for DL-based applications and propose adequate fault tolerance
Externí odkaz:
http://arxiv.org/abs/2012.07037
The understanding of the surrounding environment plays a critical role in autonomous robotic systems, such as self-driving cars. Extensive research has been carried out concerning visual perception. Yet, to obtain a more complete perception of the en
Externí odkaz:
http://arxiv.org/abs/2003.01609
Autor:
Schorn, Christoph, Elsken, Thomas, Vogel, Sebastian, Runge, Armin, Guntoro, Andre, Ascheid, Gerd
Applying deep neural networks (DNNs) in mobile and safety-critical systems, such as autonomous vehicles, demands a reliable and efficient execution on hardware. Optimized dedicated hardware accelerators are being developed to achieve this. However, t
Externí odkaz:
http://arxiv.org/abs/1909.13844
Recently published methods enable training of bitwise neural networks which allow reduced representation of down to a single bit per weight. We present a method that exploits ensemble decisions based on multiple stochastically sampled network models
Externí odkaz:
http://arxiv.org/abs/1611.06539
Autor:
Schorn, Christoph1,2 (AUTHOR) Christoph.Schorn@de.bosch.com, Elsken, Thomas3,4 (AUTHOR), Vogel, Sebastian1,2 (AUTHOR), Runge, Armin1 (AUTHOR), Guntoro, Andre1 (AUTHOR), Ascheid, Gerd2 (AUTHOR)
Publikováno v:
Neural Computing & Applications. 2020, Vol. 32 Issue 24, p18327-18345. 19p.
Autor:
Schorn, Christoph Alexander
Publikováno v:
Aachen 1 Online-Ressource (iv, 147 Seiten) : Illustrationen, Diagramme (2020). doi:10.18154/RWTH-2020-03139 = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2020
Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2020; Aachen 1 Online-Ressource (iv, 147 Seiten) : Illustrationen, Diagramme (2020). = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2020
The recent succes
The recent succes
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa20ef7a5a5d8ce923b1b6b178c82bf0
Autor:
Bayerer, Bettina, Engelbergs, Jörg, Savidou, Irini, Boes, Tanja, Küper, Michael, Schorn, Christoph, Wissmann, Andreas, Knop, Dietmar, Diener, Hans Christoph, Limmroth, Volker
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=unidue___bib::4d50b6d9fe894d9d050786eb18191d37
https://www.ncbi.nlm.nih.gov/pubmed/19845785
https://www.ncbi.nlm.nih.gov/pubmed/19845785
Publikováno v:
Aktuelle Neurologie. 39:437-438