ZeNA: Zero-Aware Neural Network Accelerator

被引：74

作者：

Kim, Dongyoung ^{[1
]}

Ahn, Junwhan ^{[1
]}

Yoo, Sungjoo ^{[1
]}

机构：

[1] Seoul Natl Univ, Seoul, South Korea

来源：

IEEE DESIGN & TEST | 2018年 / 35卷 / 01期

基金：

新加坡国家研究基金会;

关键词：

accelerator architecture; Convolutional neural networks (CNNs); deep learning; zero value;

D O I：

10.1109/MDAT.2017.2741463

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

[No abstract available]

引用

页码：39 / 46

页数：8

共 10 条

[1]

Albericio J., 2016, P ISCA

[2]

[Anonymous], P ISSCC

[3]

[Anonymous], P MICRO

[4]

Frigo M., 1998, P PLDI

[5]

Han S, 2016, P 4 INT C LEARN REPR

[6]

HE KM, 2016, PROC CVPR IEEE, P770, DOI [10.1109/CVPR.2016.90, DOI 10.1109/CVPR.2016.90]

[7]

Kim D., 2017, P DATE

[8]

Miyashita D., 2016, Convolutional neural networks using logarithmic data representation

[9]

Simonyan K, 2015, Arxiv, DOI arXiv:1409.1556

[10] Breeds Classification with Deep Convolutional Neural Network [J].

Zhang, Yicheng ;

Gao, Jipeng ;

Zhou, Haolin .

ICMLC 2020: 2020 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, 2018, :145-151

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