A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

• Published in: IEEE transaction on neural networks and learning systems Vol. 33; no. 12; pp. 6999 - 7019
• Main Authors: Li, Zewen, Liu, Fan, Yang, Wenjie, Peng, Shouheng, Zhou, Jun
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.12.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Computer vision; Convolution; Convolutional neural networks; convolutional neural networks (CNNs); Deep learning; deep neural networks; Feature extraction; Natural Language Processing; Neural networks; Neural Networks, Computer; Neurons; Reviews

A convolutional neural network (CNN) is one of the most significant networks in the deep learning field. Since CNN made impressive achievements in many areas, including but not limited to computer vision and natural language processing, it attracted much attention from both industry and academia in...