Various Deep Learning Algorithms in Computational Intelligence

ISBN 10: 3036581383 / ISBN 13: 9783036581385

Verlag: Mdpi AG, 2023

In. Bestandsnummer des Verkäufers ria9783036581385_new

Inhaltsangabe:

This reprint highlights the importance of Deep Learning (DL), which has garnered significant attention in science, industry, and academia. It draws inspiration from the functioning of the human brain and the concept of learning. Unlike traditional and machine learning methods, deep learning techniques emulate the human brain’s neural networks at a lower scale, allowing them to process and analyze substantial quantities of unstructured data. The remarkable proficiency of deep learning in unveiling intricate structures within extensive datasets genuinely resembles the extraordinary aptitude of the brain to recognize patterns and form complex connections. This unique characteristic allows DL to excel in modeling and solving complex problems across various scientific and technological fields. Just as the brain learns from experience, DL architectures learn through algorithms from data by adjusting numerous parameters during training to optimize their performance and accuracy. This concept of learning and adaptation is fundamental to DL’s success.

This reprint serves as an excellent opportunity to disseminate current knowledge beyond academic boundaries, reaching a diverse audience encompassing academics, professionals, and the general public. This wide readership fosters the potential for meaningful connections to established projects and the cultivation of collaboration for future research endeavors.

Bibliografische Details

Titel: Various Deep Learning Algorithms in ...
Verlag: Mdpi AG
Erscheinungsdatum: 2023
Einband: Hardcover
Zustand: New