Artificial neural networks : : recent advances, new perspectives and applications / / edited by Patrick Chi-Leung Hui.

• TeilnehmendeR: Hui, Patrick Chi-Leung,
• Place / Publishing House: London : : IntechOpen,, [2023]; ©2023
• Year of Publication: 2023
• Language: English
• Series: Artificial intelligence
• Physical Description: 1 online resource (154 pages).

This book examines artificial neural networks (ANNs) and their applications in various fields. Chapters address ANNs and deep learning techniques for real-world applications in health care, materials processing, energy management, and more.

Table of Contents

1. Artificial Intelligence at the Service of Medical Imaging in the Detection of Breast Tumors-- By Alio Boubacar Goga 24 -- 2. Pre-Informing Methods for ANNs -- By Mustafa Turker 81 -- 3. Artificial Neural Network Logic-Based Reverse Analysis with Application to COVID-19 Surveillance Dataset-- By Hamza Abubakar and Muntari Idris 17 -- 4. Industrial Fluids Components Health Management Using Deep Learning-- By Vidyadevi G. Biradar, H.C. Nagaraj, S.G. Mohan and Piyush Kumar Pareek 28 -- 5. Determination of the Elastic Constants of a Metal-Laminated Composite Material Using Artificial Neural Networks-- By Marta Eraña-Díaz and Mario Acosta-Flores 33 -- 6. Optical Soliton Neural Networks -- By Eugenio Fazio, Alessandro Bile and Hamed Tari 45 -- 7. Application of Artificial Neural Network in Solar Energy-- By Bin Du and Peter D. Lund-- 83-- 8. Modeling a Petrochemical Unit with Artificial Neural Networks (ANN) 16.