Convolutional neural networks: A survey

M Krichen - Computers, 2023 - mdpi.com
Artificial intelligence (AI) has become a cornerstone of modern technology, revolutionizing
industries from healthcare to finance. Convolutional neural networks (CNNs) are a subset of …

A survey of convolutional neural networks: analysis, applications, and prospects

Z Li, F Liu, W Yang, S Peng… - … on neural networks and …, 2021 - ieeexplore.ieee.org
… Section VI concludes the survey by giving a bird’s eye … convolution neural networks cannot
learn data in non-Euclidean space, the previous GNN model cannot combine with convolution

A survey of the recent architectures of deep convolutional neural networks

A Khan, A Sohail, U Zahoora, AS Qureshi - Artificial intelligence review, 2020 - Springer
… On the other hand, in this survey, we discuss the intrinsic … The various CNN architectures
discussed in this survey are broadly … This survey also gives an insight into the basic structure of …

[HTML][HTML] Optimization and acceleration of convolutional neural networks: A survey

G Habib, S Qureshi - Journal of King Saud University-Computer and …, 2022 - Elsevier
… High powered and persuasive deep learning technique convolutional neural networks (CNN)
identical to Artificial Neural Networks(ANNs) are composed of neurons, possessing learn …

Evolution of image segmentation using deep convolutional neural network: A survey

F Sultana, A Sufian, P Dutta - Knowledge-Based Systems, 2020 - Elsevier
… In the recent era, the success of deep convolutional neural networks (CNN) has influenced
the field of segmentation greatly and gave us various successful models to date. In this survey

[HTML][HTML] 1D convolutional neural networks and applications: A survey

S Kiranyaz, O Avci, O Abdeljaber, T Ince… - Mechanical systems and …, 2021 - Elsevier
… During the last decade, Convolutional Neural Networks (CNNs) have become the de facto
… CNNs are feed-forward Artificial Neural Networks (ANNs) with alternating convolutional and …

Detection and classification of pulmonary nodules using convolutional neural networks: a survey

P Monkam, S Qi, H Ma, W Gao, Y Yao, W Qian - Ieee Access, 2019 - ieeexplore.ieee.org
… Furthermore, according to the dimensions of the convolutional filters, convolutional neural
networks can be classified into 2D-CNN whose kernels are of dimensions of two and 3D-CNN …

A survey of transfer learning for convolutional neural networks

R Ribani, M Marengoni - 2019 32nd SIBGRAPI conference on …, 2019 - ieeexplore.ieee.org
… In this survey, we review the concepts and definitions related to transfer learning and we list
… We bring the point of view from different authors of prior surveys, adding some more recent …

Convolutional neural networks in medical image understanding: a survey

DR Sarvamangala, RV Kulkarni - Evolutionary intelligence, 2022 - Springer
Convolutional neural networks (CNNs) are effective tools for … This article aims to provide
a comprehensive survey of … organs have been surveyed critically and comprehensively. …

Development of convolutional neural network and its application in image classification: a survey

W Wang, Y Yang, X Wang, W Wang, J Li - Optical Engineering, 2019 - spiedigitallibrary.org
… In recent years, convolutional neural networks (CNNs) have been widely used in various
computer visual recognition tasks and have achieved good results compared with traditional …