对各种数字CNN的一些特性进行比较

E. Raschman, D. Durackova
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引用次数: 0

摘要

我们的贡献论文讨论了CNN的新架构与另外两个数字网络的比较。芯片上的大部分面积占用乘法器,因此我们提出了CNN网络,其中带权重的输入中的乘法是通过AND块实现的,而相乘的信号在时间上是特殊分布的。所有设计的网络都是数字化的,我们比较了速度和芯片面积消耗等参数。通过比较可以看出,我们提出的数字CNN网络是其他网络中最好的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The comparision of some properties for various digital CNN
Our contribution paper deals with comparison of the new architecture of CNN with another two digital networks. The most area on a chip occupy multipliers, therefore we proposed CNN network, where multiplication in the input with weight is realized by AND block , while multiplied signal is special distributed in the time. All the designed networks are digital and we compare the parameters as the speed and chip area consumption. From the comparison we can recognize that our proposed digital CNN network is the best from the other ones.
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