Machine Learning Techniques based on Random Projections
Abstract
This Paper Presents a Short Introduction to the Reservoir Computing and Extreme Learning Machine Main Ideas and Developments. While Both Methods Make Use of Neural Networks and Random Projections, Reservoir Computing Allows the Network to Have a Recurrent Structure, While the Extreme Learning Machine is a Feedforward Neural Network Only. Some State of the Art Techniques Are Briefly Presented and This Special Session Papers Are Finally Briefly Described, in the Terms of This Introductory Paper.
Recommended Citation
Y. Miche et al., "Machine Learning Techniques based on Random Projections," Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010, pp. 295 - 302, European Symposium on Artificial Neural Networks, Dec 2010.
Department(s)
Engineering Management and Systems Engineering
International Standard Book Number (ISBN)
978-293030710-7
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2024 European Symposium on Artificial Neural Networks, All rights reserved.
Publication Date
01 Dec 2010
