@article{SchwabedalSippelBrandtetal.2018,
  author    = {Schwabedal, Justus T. C. and Sippel, Daniel and Brandt, Moritz D. and Bialonski, Stephan},
  title     = {Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning},
  doi       = {10.48550/arXiv.1809.08443},
  year      = {2018},
  abstract  = {Sleep scoring is a necessary and time-consuming task in sleep studies. In animal models (such as mice) or in humans, automating this tedious process promises to facilitate long-term studies and to promote sleep biology as a data-driven f ield. We introduce a deep neural network model that is able to predict different states of consciousness (Wake, Non-REM, REM) in mice from EEG and EMG recordings with excellent scoring results for out-of-sample data. Predictions are made on epochs of 4 seconds length, and epochs are classified as artifactfree or not. The model architecture draws on recent advances in deep learning and in convolutional neural networks research. In contrast to previous approaches towards automated sleep scoring, our model does not rely on manually defined features of the data but learns predictive features automatically. We expect deep learning models like ours to become widely applied in different fields, automating many repetitive cognitive tasks that were previously difficult to tackle.},
  language  = {en}
}
@article{Lind2018,
  author    = {Lind, Thorsten Patric},
  title     = {Neues zur Gesch{\"a}ftsf{\"u}hrerhaftung nach \S 64 GmbHG - Zugleich Anmerkung zu BGH vom 19.12.2017 - II ZR 88/16, DB 2018 S. 307, und vom 04.07.2017 - II ZR 319/15, DB 2017 S. 1959 -},
  series = {Der Betrieb},
  journal   = {Der Betrieb},
  number    = {17},
  publisher = {Fachmedien Otto Schmidt},
  address   = {D{\"u}sseldorf},
  issn      = {0005-9935},
  pages     = {1003 -- 1008},
  year      = {2018},
  language  = {de}
}
@article{HueningHeuermannWache2018,
  author    = {H{\"u}ning, Felix and Heuermann, Holger and Wache, Franz-Josef},
  title     = {Wireless CAN},
  series = {Etz: Elektrotechnik \& Automation},
  volume    = {139},
  journal   = {Etz: Elektrotechnik \& Automation},
  number    = {10},
  publisher = {VDE-Verlag},
  address   = {Wuppertal},
  issn      = {0170-1711},
  pages     = {22 -- 26},
  year      = {2018},
  abstract  = {In modernen elektronischen und mechatronischen Systemen, z. B. im industriellen oder automobil Bereich, kommunizieren eingebettete Steuerger{\"a}te und Sensoren vielfach {\"u}ber Bussysteme wie CAN oder LIN. Die Kommunikation findet in der Regel drahtgebunden statt, so dass der Kabelbaum f{\"u}r die Kommunikation sehr groß werden kann. Daher ist es naheliegend, Leitungen und dazugeh{\"o}rige Stecker, z. B. f{\"u}r nicht-sicherheitskritische Komfortsysteme, einzusparen und diese durch gerichtete Funkstrecken f{\"u}r kurze Entfernungen zu ersetzen. Somit k{\"o}nnten Komponenten wie ECUs oder Sensoren kabel- und steckerlos in ein Bussystem integriert werden. Zudem ist eine einfache galvanische und mechanische Trennung zu erreichen. Funk{\"u}bertragung wird bei diesen Bussystemen derzeit nicht eingesetzt, da insbesondere die Echtzeitf{\"a}higkeit und die Robustheit der vorhandenen Funksysteme nicht den Anforderungen der Anwendungen entspricht. Zudem sind bestehende Funksysteme wie WLAN oder Bluetooth im Vergleich zur konventionellen Verkabelung teuer und es besteht hierbei die M{\"o}glichkeit, dass sie ausspioniert werden k{\"o}nnen und so sensible Daten entwendet werden k{\"o}nnen. In dieser Arbeit wird eine alternative Realisierung zu den bestehenden Funksystemen vorgestellt, die aus wenigen Komponenten aufzubauen ist. Es ist eine protokolllose, echtzeitf{\"a}hige {\"U}bertragung m{\"o}glich und somit die transparente Integration in ein Bussystem wie CAN.},
  language  = {de}
}
@article{Olbertz2018,
  author    = {Olbertz, Klaus},
  title     = {Der Interimsmanager als Selbst{\"a}ndiger oder Arbeitnehmer : Vertragliche Varianten des Interimsmanagements im Faktencheck},
  series = {NWB - Steuer- und Wirtschaftsrecht},
  journal   = {NWB - Steuer- und Wirtschaftsrecht},
  number    = {31},
  publisher = {NWB-Verl.},
  address   = {Herne},
  issn      = {1860-9449},
  pages     = {2260 -- 2266},
  year      = {2018},
  language  = {de}
}
@article{Olbertz2018,
  author    = {Olbertz, Klaus},
  title     = {Bindung des Betriebserwerbers an zuk{\"u}nftige Tariflohnerh{\"o}hungen : Auswirkungen eines Betriebs{\"u}bergangs auf Bezugnahmeklauseln in {\"u}bernommenen Arbeitsvertr{\"a}gen},
  series = {NWB - Steuer- und Wirtschaftsrecht},
  journal   = {NWB - Steuer- und Wirtschaftsrecht},
  number    = {39},
  publisher = {NWB-Verl.},
  address   = {Herne},
  issn      = {1860-9449},
  pages     = {2864 -- 2869},
  year      = {2018},
  language  = {de}
}
@article{Olbertz2018,
  author    = {Olbertz, Klaus},
  title     = {{\"U}berwachung von Arbeitnehmern als Ausdruck von Compliance - Grunds{\"a}tze sowie Zul{\"a}ssigkeit und Grenzen einzelner Maßnahmen},
  series = {NWB - Steuer- und Wirtschaftsrecht},
  journal   = {NWB - Steuer- und Wirtschaftsrecht},
  number    = {21},
  publisher = {NWB-Verl.},
  address   = {Herne},
  issn      = {1860-9449},
  pages     = {1547 -- 1555},
  year      = {2018},
  language  = {de}
}
@article{Olbertz2018,
  author    = {Olbertz, Klaus},
  title     = {Das rechtssichere Arbeitszeugnis - Erlaubte und nicht erlaubte Formulierungen und anderes Wissenswertes},
  series = {NWB - Steuer- und Wirtschaftsrecht},
  journal   = {NWB - Steuer- und Wirtschaftsrecht},
  number    = {12},
  publisher = {NWB-Verl.},
  address   = {Herne},
  issn      = {1860-9449},
  pages     = {802 -- 813},
  year      = {2018},
  language  = {de}
}
@article{BerneckerKlierSternetal.2018,
  author    = {Bernecker, Andreas and Klier, Julia and Stern, Sebastian and Thiel, Lea},
  title     = {Sustaining high performance beyond public-sector pilot projects.},
  number    = {September 2018},
  organization    = {McKinsey\&Company},
  year      = {2018},
  language  = {en}
}
@article{HirschKleebergSchmitz2018,
  author    = {Hirsch, Marko and Kleeberg, Jochen and Schmitz, Philipp},
  title     = {Dynamische Asset-Allocation- Strategien im Niedrigzinsumfeld},
  series = {Absolut|report : neue Perspektiven f{\"u}r institutionelle Investoren},
  journal   = {Absolut|report : neue Perspektiven f{\"u}r institutionelle Investoren},
  number    = {6},
  publisher = {Absolut Research},
  address   = {Hamburg},
  pages     = {52},
  year      = {2018},
  language  = {de}
}
@article{EngelHoltmannUlberetal.2018,
  author    = {Engel, Mareike and Holtmann, Dirk and Ulber, Roland and Tippk{\"o}tter, Nils},
  title     = {Increased Biobutanol Production by Mediator-Less Electro-Fermentation},
  series = {Biotechnology Journal},
  volume    = {14},
  journal   = {Biotechnology Journal},
  number    = {4},
  publisher = {Wiley-VCH},
  address   = {Weinheim},
  issn      = {1860-7314},
  doi       = {10.1002/biot.201800514},
  year      = {2018},
  abstract  = {A future bio-economy should not only be based on renewable raw materials but also in the raise of carbon yields of existing production routes. Microbial electrochemical technologies are gaining increased attention for this purpose. In this study, the electro-fermentative production of biobutanol with C. acetobutylicum without the use of exogenous mediators is investigated regarding the medium composition and the reactor design. It is shown that the use of an optimized synthetic culture medium allows higher product concentrations, increased biofilm formation, and higher conductivities compared to a synthetic medium supplemented with yeast extract. Moreover, the optimization of the reactor system results in a doubling of the maximum product concentrations for fermentation products. When a working electrode is polarized at -600 mV vs. Ag/AgCl, a shift from butyrate to acetone and butanol production is induced. This leads to an increased final solvent yield of Yᴀᴃᴇ = 0.202 gg⁻¹ (control 0.103 gg⁻¹), which is also reflected in a higher carbon efficiency of 37.6\% compared to 23.3\% (control) as well as a fourfold decrease in simplified E-factor to 0.43. The results are promising for further development of biobutanol production in bioelectrochemical systems in order to fulfil the principles of Green Chemistry.},
  language  = {en}
}