Optimization and acceleration of convolutional neural networks: A survey

Convolutional neural networks (CNN) is a specialized case of artificial neural networks(ANN) and finds its application in computer vision and parallel distributed computing for processing of massive amount of data generated by sensors and to meet the power constraints of IOT devices. Recent advancem...

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Bibliographic Details
Main Authors: Gousia Habib, Shaima Qureshi
Format: Article
Language:English
Published: Elsevier 2022-07-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157820304845