Modified symbiotic organisms search optimization for automatic construction of convolutional neural network architectures

Modified symbiotic organisms search optimization for automatic construction of convolutional neural network architectures

Convolutional Neural Networks (ConvNets) have demonstrated impressive capabilities in image classification; however, the manual creation of these models is a labor-intensive and time-consuming endeavor due to their inherent complexity. This research introduces an innovative approach to Convolutional...

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Bibliographic Details
Main Authors: Fatsuma Jauro, Abdulsalam Ya'u Gital, Usman Ali Abdullahi, Aminu Onimisi Abdulsalami, Mohammed Abdullahi, Adamu Abubakar Ibrahim, Haruna Chiroma
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Intelligent Systems with Applications
Subjects:
Convolutional neural network
Neural architecture search
Symbiotic organism search
And deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305324000255

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