Brand, Daniel

1. Training Deep Neural Networks with 8-bit Floating Point Numbers
   2018/12/19 by Naigang Wang, Jungwook Choi, Wang, Naigang +7 · 39 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
2. MEC: Memory-efficient Convolution for Deep Neural Network
   2017/06/21 by Minsik Cho, Daniël Brand, Cho, Minsik +1 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Sparse and Compressive Sensing Techniques
3. AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training
   2017/12/07 by Chen, Chia-Yu, Choi, Jungwook, Brand, Daniel +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)