Title
CKFO: Convolution Kernel First Operated Algorithm with Applications in Memristor-based Convolutional Neural Network
Abstract
This article presents a new convolution algorithm: convolution kernel first operated (CKFO), which can solve the problem that the actual calculation is not reduced after pruning the weight of the convolution neural network. According to the convolution algorithm, this article proposes a simulated memristor implementation of a convolutional neural network (CNN). After that, we use the method of <it...
Year
DOI
Venue
2021
10.1109/TCAD.2020.3019993
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Keywords
DocType
Volume
Convolution,Kernel,Memristors,Microsoft Windows,Convolutional neural networks,Integrated circuit modeling
Journal
40
Issue
ISSN
Citations 
8
0278-0070
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Shiping Wen1123172.34
Jiadong Chen211.39
Yingcheng Wu300.34
Zheng Yan441822.61
yuting cao5489.75
Yin Yang6426.14
Tingwen Huang75684310.24