PUB - Publikationen an der Universität Bielefeld

Alle markieren

• [7]
  

  2018 | Bielefelder E-Dissertation | PUB-ID: 2916683

  Aswolinskiy W (2018)
  Learning in the Model Space of Neural Networks.
  Bielefeld: Universität Bielefeld.

  PUB | Datei
   
• [6]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2907674

  Aswolinskiy W, Reinhart F, Steil JJ (2017)
  Modeling of Parametrized Processes via Regression in the Model Space of Neural Networks.
  Neurocomputing.

  PUB
   
• [5]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2914141

  Aswolinskiy W, Hammer B (2017)
  Unsupervised Transfer Learning for Time Series via Self-Predictive Modelling - First Results.
  In: Proceedings of the Workshop on New Challenges in Neural Computation (NC2). Machine Learning Reports, 03/2017. Bielefeld: Universität Bielefeld, CITEC.

  PUB | PDF
   
• [4]
  

  2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2905368

  Aswolinskiy W, Reinhart F, Steil JJ (2016)
  Time Series Classification in Reservoir- and Model-Space: A Comparison.
  In: Proceedings of the 7th IAPR Workshop on Artificial Neural Networks in Pattern Recognition. .

  PUB | DOI
   
• [3]
  

  2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2900970

  Aswolinskiy W, Reinhart F, Steil JJ (2016)
  Modelling of Parameterized Processes via Regression in the Model Space.
  In: Proceedings of 24th European Symposium on Artificial Neural Networks. 53-58.

  PUB | PDF
   
• [2]
  

  2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2905366

  Aswolinskiy W, Steil JJ (2016)
  Parameterized Pattern Generation via Regression in the Model Space of Echo State Networks.
  In: Proceedings of the Workshop on New Challenges in Neural Computation. Machine Learning Reports, .

  PUB | PDF
   
• [1]
  

  2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2900720

  Aswolinskiy W, Reinhart F, Steil JJ (2015)
  Impact of Regularization on the Model Space for Time Series Classification.
  In: New Challenges in Neural Computation (NC2). 49-56.

  PUB | PDF