Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning. - Sigurd Spieckermann; Siegmund Düll; Steffen Udluft; Thomas A. Runkler (ICANN, 2014)

Exploiting similarity in system identification tasks with recurrent neural networks. - Sigurd Spieckermann; Siegmund Düll; Steffen Udluft; Alexander Hentschel; Thomas A. Runkler (Neurocomputing, 2015)

Multi-Task and Transfer Learning with Recurrent Neural Networks. - Sigurd Spieckermann (2015)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. - Stephan Baier; Sigurd Spieckermann; Volker Tresp (ESANN, 2017)

Continuous Development and Safety Assurance Pipeline for ML-Based Systems in the Railway Domain. - Marc Zeller; Thomas Waschulzik; Carmen Cârlan; Marat Serahlazau; Claus Bahlmann; Zhiliang Wu; Sigurd Spieckermann; Denis Krompass; Simon Geerkens; Christian Sieberichs; Konstantin Kirchheim; Batu Kaan Özen; et al. (SAFECOMP (Workshops), 2024)