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This work explores the lesser studied objective of optimizing the multiply-and-accumulates executed during evaluation of the network.
Design of residue generators and multioperand modular adders using carry-save adders
Piestrak, S. J · 1994
Earlier work this paper cites.
Efficient VLSI implementation of modulo ( 2 n 1 ± 1 2^{n_{1}}\pm 1 ) addition and multiplication
Zimmermann, Reto · 1999
Earlier work this paper cites.
Residue number system to binary converter for the moduli set ( 2 n − 1 , 2 n − 1 , 2 n + 1 2^{n-1},\ 2^{n}-1,\ 2^{n}+1 )
Hiasat, Ahmad · 2003
Earlier work this paper cites.
Efficient method for magnitude comparison in RNS based on two pairs of conjugate moduli
Sousa, Leonel · 2007
Cited alongside, same era.
Reading digits in natural images with unsupervised feature learning
Netzer, Yuval, Wang, Tao, Coates, Adam, Bissacco, Alessandro, Wu, Bo, and Ng, Andrew Y · 2011
Cited alongside, same era.
Han, Song, Mao, Huizi, and Dally, William J · 2015
Cited alongside, same era.
Courbariaux, M and Bengio, Y · 2016
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DoReFa-Net: Training low bitwidth convolutional neural networks with low bitwidth gradients
Zhou, Shuchang, Wu, Yuxin, Ni, Zekun, Zhou, Xinyu, Wen, He, and Zou, Yuheng · 2016
Later among the works it cites.
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