@inproceedings{MalysiakGrimmHandmann2015,
  author    = {Darius Malysiak and Matthias Grimm and Uwe Handmann},
  title     = {On the challenge of training small scale neural networks on large scale computing systems},
  series = {16th IEEE International Symposium on Computational Intelligence and Informatics (CINTI)},
  isbn      = {978-1-4673-8520-6},
  doi       = {10.1109/CINTI.2015.7382935},
  pages     = {273 -- 284},
  year      = {2015},
  abstract  = {We present a novel approach of distributing small-to mid-scale neural networks onto modern parallel architectures. In this context we discuss the induced challenges and possible solutions. We provide a detailed theoretical analysis with respect to space and time complexities and reinforce our computation model with evaluations which show a performance gain over state of the art approaches.},
  language  = {en}
}