Corpus ID: 16349374

Training deep neural networks with low precision multiplications

@article{Courbariaux2014TrainingDN,
  title={Training deep neural networks with low precision multiplications},
  author={Matthieu Courbariaux and Yoshua Bengio and J. David},
  journal={arXiv: Learning},
  year={2014}
}

• Matthieu Courbariaux, Yoshua Bengio, J. David
• Published 2014
• Computer Science
• arXiv: Learning

Multipliers are the most space and power-hungry arithmetic operators of the digital implementation of deep neural networks. [...] Key Result For example, it is possible to train Maxout networks with 10 bits multiplications.Expand

arxiv.org

Save to Library

Create Alert

Cite

Launch Research Feed