@article{KaulenSchwabedalSchneideretal.2022,
  author    = {Kaulen, Lars and Schwabedal, Justus T. C. and Schneider, Jules and Ritter, Philipp and Bialonski, Stephan},
  title     = {Advanced sleep spindle identification with neural networks},
  series = {Scientific Reports},
  volume    = {12},
  journal   = {Scientific Reports},
  number    = {Article number: 7686},
  publisher = {Springer Nature},
  address   = {London},
  issn      = {2045-2322},
  doi       = {10.1038/s41598-022-11210-y},
  pages     = {1 -- 10},
  year      = {2022},
  abstract  = {Sleep spindles are neurophysiological phenomena that appear to be linked to memory formation and other functions of the central nervous system, and that can be observed in electroencephalographic recordings (EEG) during sleep. Manually identified spindle annotations in EEG recordings suffer from substantial intra- and inter-rater variability, even if raters have been highly trained, which reduces the reliability of spindle measures as a research and diagnostic tool. The Massive Online Data Annotation (MODA) project has recently addressed this problem by forming a consensus from multiple such rating experts, thus providing a corpus of spindle annotations of enhanced quality. Based on this dataset, we present a U-Net-type deep neural network model to automatically detect sleep spindles. Our model's performance exceeds that of the state-of-the-art detector and of most experts in the MODA dataset. We observed improved detection accuracy in subjects of all ages, including older individuals whose spindles are particularly challenging to detect reliably. Our results underline the potential of automated methods to do repetitive cumbersome tasks with super-human performance.},
  language  = {en}
}
@article{TaddeiButenwegKlinkel2015,
  author    = {Taddei, Francesca and Butenweg, Christoph and Klinkel, S.},
  title     = {Parametric investigation of the soil-structure interaction effects on the dynamic behaviour of a shallow foundation supported wind turbine considering a layered soil},
  series = {Wind energy : an international journal for progress and applications in wind power conversion technology},
  volume    = {Volume 18},
  journal   = {Wind energy : an international journal for progress and applications in wind power conversion technology},
  number    = {Issue 3},
  publisher = {Wiley},
  address   = {Weinheim},
  issn      = {1099-1824 (E-Journal); 1095-4244 (Print)},
  doi       = {10.1002/we.1703},
  pages     = {399 -- 417},
  year      = {2015},
  language  = {en}
}
@article{AltayButenwegTaddei2013,
  author    = {Altay, Okyay and Butenweg, Christoph and Taddei, Francesca},
  title     = {Effektivit{\"a}t von Schwingungsd{\"a}mpfern bei Windenergieanlagen},
  series = {Bauingenieur : die richtungsweisende Zeitschrift im Bauingenieurswesen ; offizielle Zeitschrift der VDI-Gesellschaft Bautechnik. Beilage: D-A-CH-Mitteilungsblatt},
  volume    = {Band 88},
  journal   = {Bauingenieur : die richtungsweisende Zeitschrift im Bauingenieurswesen ; offizielle Zeitschrift der VDI-Gesellschaft Bautechnik. Beilage: D-A-CH-Mitteilungsblatt},
  number    = {Heft 10},
  publisher = {VDI Fachmedien},
  address   = {D{\"u}sseldorf},
  issn      = {1436-4867 (E-Journal); 0005-6650 (Print)},
  pages     = {S11 -- S17},
  year      = {2013},
  language  = {de}
}
@article{ButenwegKleemannIkier2013,
  author    = {Butenweg, Christoph and Kleemann, Anne and Ikier, Axel},
  title     = {Impact-Belastungen von Stahlbetonkonstruktionen},
  series = {Bauingenieur : die richtungsweisende Zeitschrift im Bauingenieurswesen ; offizielle Zeitschrift der VDI-Gesellschaft Bautechnik. Beilage: D-A-CH-Mitteilungsblatt},
  volume    = {Band 88},
  journal   = {Bauingenieur : die richtungsweisende Zeitschrift im Bauingenieurswesen ; offizielle Zeitschrift der VDI-Gesellschaft Bautechnik. Beilage: D-A-CH-Mitteilungsblatt},
  publisher = {VDI Verlag},
  address   = {D{\"u}sseldorf},
  issn      = {0005-6650},
  pages     = {S7 -- S14},
  year      = {2013},
  language  = {de}
}
@article{KubalskiButenweg2015,
  author    = {Kubalski, Thomas and Butenweg, Christoph},
  title     = {Modelling strategies for horizontally loaded infill masonry},
  series = {Mauerwerk : European journal of masonry},
  volume    = {Volume 19},
  journal   = {Mauerwerk : European journal of masonry},
  number    = {Issue 5},
  publisher = {Wiley},
  address   = {Weinheim},
  doi       = {10.1002/dama.201500675},
  pages     = {363 -- 369},
  year      = {2015},
  language  = {de}
}
@article{ButenwegGellert2013,
  author    = {Butenweg, Christoph and Gellert, Christoph},
  title     = {Nichtlinearer Nachweis von Mauerwerksbauten},
  series = {Mauerwerk : European journal of masonry},
  volume    = {Volume 17},
  journal   = {Mauerwerk : European journal of masonry},
  number    = {Issue 3},
  publisher = {Wiley},
  address   = {Weinheim},
  issn      = {1437-1022 (E-Journal); 1432-3427 (Print)},
  doi       = {10.1002/dama.201300575},
  pages     = {166 -- 171},
  year      = {2013},
  language  = {de}
}
@article{MeskourisButenwegRenault2006,
  author    = {Meskouris, Konstantin and Butenweg, Christoph and Renault, Philippe},
  title     = {Beurteilung der Erdbebensicherheit von bestehenden Bauwerken},
  series = {Der Pr{\"u}fingenieur : das Magazin der Bundesvereinigung der Pr{\"u}fingenieure f{\"u}r Bautechnik},
  journal   = {Der Pr{\"u}fingenieur : das Magazin der Bundesvereinigung der Pr{\"u}fingenieure f{\"u}r Bautechnik},
  number    = {Ausgabe 28},
  issn      = {1430-9084},
  pages     = {56 -- 65},
  year      = {2006},
  language  = {de}
}
@article{HollerButenwegNohetal.2004,
  author    = {Holler, S. and Butenweg, Christoph and Noh, S.-Y. and Meskouris, Konstantin},
  title     = {Computational model of textile-reinforced concrete structures},
  series = {Computers \& structures : an international journal},
  volume    = {Volume 82},
  journal   = {Computers \& structures : an international journal},
  number    = {Issues 23-26},
  issn      = {1879-2243 (E-Journal); 0045-7949 (Print)},
  doi       = {10.1016/j.compstruc.2004.03.076},
  pages     = {1971 -- 1979},
  year      = {2004},
  language  = {en}
}
@article{RenaultButenwegMeskouris2005,
  author    = {Renault, Philippe and Butenweg, Christoph and Meskouris, Konstantin},
  title     = {Beurteilung der Erdbebensicherheit von bestehenden Br{\"u}ckenbauwerken am Beispiel der Rheinbr{\"u}cke Emmerich},
  series = {Beton- und Stahlbetonbau},
  volume    = {Volume 100},
  journal   = {Beton- und Stahlbetonbau},
  number    = {Issue 7},
  issn      = {1437-1006 (E-Journal); 0005-9900 (Print)},
  doi       = {10.1002/best.200590145},
  pages     = {574 -- 581},
  year      = {2005},
  language  = {de}
}
@article{MistlerButenweg2005,
  author    = {Mistler, Michael and Butenweg, Christoph},
  title     = {Verformungsbasierter seismischer Nachweis von Mauerwerksbauten mit der Kapazit{\"a}tsspektrum-Methode},
  series = {Mauerwerk : European journal of masonry},
  volume    = {Volume 9},
  journal   = {Mauerwerk : European journal of masonry},
  number    = {Issue 6},
  issn      = {1437-1022 (E-Journal); 1432-3427 (Print)},
  doi       = {10.1002/dama.200590098},
  pages     = {255 -- 261},
  year      = {2005},
  language  = {de}
}