Optimized deep belief networks on CUDA GPUs

@article{Li2015OptimizedDB,
  title={Optimized deep belief networks on CUDA GPUs},
  author={Teng Li and Yong Dou and Jingfei Jiang and Yueqing Wang and Qi Lv},
  journal={2015 International Joint Conference on Neural Networks (IJCNN)},
  year={2015},
  pages={1-8}
}
A deep belief network (DBN) is an important branch of deep learning models and has been successfully applied in many machine learning and pattern recognition fields such as computer vision and speech recognition. However, the training of billions of parameters in DBN is computationally challenging for modern central processing units (CPUs). Many studies… CONTINUE READING