Proceedings of ELM 2022:Theory, Algorithms and Applications:18 (Proceedings in Adaptation, Leaing and Optimization, 18)

by: Kaj-Mikael Björk (Editor)

Publisher: Springer
Edition:2024th

Publication Date: 24 Mar. 2024

Language: English

Print Length: 86 pages

ISBN-10: 3031550552

ISBN-13: 9783031550553

Book Description

This book contains selected papers from the 12th Inteational Conference on Extreme Leaing Machines 2022. Extreme leaing machines (ELMs) continue to be an important complement to the many deep leaing models you can find in the machine leaing domain. ELM is fast and therefore suitable for many applications (not only in edge computing), and therefore there is a need to gather examples of possible applications. These proceedings, for the ELM 2022 conference, cover several application areas with relevant topics, where ELM can be used and has been used with great success. Here you will find several new areas (gaming, for instance) as well as improved concepts for existing application areas (signature forgery, for instance), where ELM has been implemented. In addition, some method improvements are also covered in this book, more specifically on the topic of 2nd-order Ordinary Differential Equations (ODEs).

About the Author

From the Back Cover This book contains selected papers from the 12th Inteational Conference on Extreme Leaing Machines 2022. Extreme leaing machines (ELMs) continue to be an important complement to the many deep leaing models you can find in the machine leaing domain. ELM is fast and therefore suitable for many applications (not only in edge computing), and therefore there is a need to gather examples of possible applications. These proceedings, for the ELM 2022 conference, cover several application areas with relevant topics, where ELM can be used and has been used with great success. Here you will find several new areas (gaming, for instance) as well as improved concepts for existing application areas (signature forgery, for instance), where ELM has been implemented. In addition, some method improvements are also covered in this book, more specifically on the topic of 2nd-order Ordinary Differential Equations (ODEs).