Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack Blended coarse gradient descent for full quantization of deep neural networks. (English) Zbl 1422.90066 Res. Math. Sci. 6, No. 1, Paper No. 14, 23 p. (2019). MSC: 90C35 90C26 90C52 90C90 PDFBibTeX XMLCite \textit{P. Yin} et al., Res. Math. Sci. 6, No. 1, Paper No. 14, 23 p. (2019; Zbl 1422.90066) Full Text: DOI arXiv
Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack BinaryRelax: a relaxation approach for training deep neural networks with quantized weights. (English) Zbl 1419.90072 SIAM J. Imaging Sci. 11, No. 4, 2205-2223 (2018). MSC: 90C10 90C26 90C90 PDFBibTeX XMLCite \textit{P. Yin} et al., SIAM J. Imaging Sci. 11, No. 4, 2205--2223 (2018; Zbl 1419.90072) Full Text: DOI arXiv