The CNN: The Architecture Behind Artificial Intelligence Development

Y Lee - Journal of Student Research, 2023 - jsr.org
The convolutional neural network (CNN) is a multilayer network architecture that is capable
of training itself using an advanced algorithm to produce increasingly accurate results. The …

An overview of convolutional neural network: Its architecture and applications

S Sakib, N Ahmed, AJ Kabir, H Ahmed - 2019 - preprints.org
With the increase of the Artificial Neural Network (ANN), machine learning has taken a
forceful twist in recent times. One of the most spectacular kinds of ANN design is the …

[PDF][PDF] Convolutional neural network and its architectures

R Shyam - Journal of Computer Technology & Applications, 2021 - researchgate.net
Convolutional neural network (CNN) is a type of artificial neural network (ANN) with multiple
layers. From the past decades, it has been considered as a powerful classification technique …

A Review of Convolutional Neural Networks, its Variants and Applications

P Shruti, R Rekha - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
A Convolutional Neural Network (CNN) is a type of network design for deep learning
algorithms which is utilized for image recognition and processing information in pixel level …

[PDF][PDF] A comprehensive study of applying convolutional neural network for computer vision

R Patel, S Patel - International Journal of Advanced Science and …, 2020 - researchgate.net
Computer vision makes computers enable to recognize and understand information from
digital images. It is a multidisciplinary field and aims to develop automated systems that able …

Fundamental concepts of convolutional neural network

A Ghosh, A Sufian, F Sultana, A Chakrabarti… - Recent trends and …, 2020 - Springer
Convolutional neural network (or CNN) is a special type of multilayer neural network or deep
learning architecture inspired by the visual system of living beings. The CNN is very much …

Theoretical understanding of convolutional neural network: Concepts, architectures, applications, future directions

MM Taye - Computation, 2023 - mdpi.com
Convolutional neural networks (CNNs) are one of the main types of neural networks used for
image recognition and classification. CNNs have several uses, some of which are object …

Image Classification Using Convolutional Neural Networks

N Handa, Y Kaushik, N Sharma, M Dixit… - Advanced Informatics for …, 2021 - Springer
Abstract The term Deep Learning can be termed as the subset of artificial intelligence with
multiple network layers forming neural patterns. People's interest in having the knowledge of …

A Presentation of Structures and Applications of Convolutional Neural Networks

M Bai, M Li - Highlights in Science, Engineering and Technology, 2023 - drpress.org
This paper reviewed the history of convolutional neural networks, why and how they
developed, and what inspired the scientists to design them. To make CNNs simpler to …

Conceptual understanding of convolutional neural network-a deep learning approach

S Indolia, AK Goswami, SP Mishra, P Asopa - Procedia computer science, 2018 - Elsevier
Deep learning has become an area of interest to the researchers in the past few years.
Convolutional Neural Network (CNN) is a deep learning approach that is widely used for …