DRAC: a delta recurrent neural network-based arithmetic coding algorithm for edge computing

被引：0

作者：

Bowei Shan

Yong Fang

机构：

[1] School of Information Engineering,

[2] Chang’an University,undefined

来源：

Complex & Intelligent Systems | 2022年 / 8卷

关键词：

Arithmetic coding; Delta recurrent neural network; Edge computing;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

This paper develops an arithmetic coding algorithm based on delta recurrent neural network for edge computing devices called DRAC. Our algorithm is implemented on a Xilinx Zynq 7000 Soc board. We evaluate DRAC with four datasets and compare it with the state-of-the-art compressor DeepZip. The experimental results show that DRAC outperforms DeepZip and achieves 5X speedup ratio and 20X power consumption saving.

引用

页码：3675 / 3681

页数：6

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