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

• Main Authors: Jauro, Fatsuma, Abdullahi, Usman Ali, Abdulsalami, Aminu Onimisi, Ibrahim, Adamu Abubakar, Abdullahi, Mohammed, Chiroma, Haruna
• Format: Article
• Language: English; English
• Published: 2024
• Subjects: QA76 Computer software
• Online Access: http://irep.iium.edu.my/112662/2/112662_Modified%20symbiotic%20organisms%20search%20optimization.pdf; http://irep.iium.edu.my/112662/3/112662_Modified%20symbiotic%20organisms%20search%20optimization_Scopus.pdf; http://irep.iium.edu.my/112662/; https://www.sciencedirect.com/journal/intelligent-systems-with-applications/vol/22/suppl/C; https://doi.org/10.1016/j.iswa.2024.200349

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 Convolution...