High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications

This paper presents a complete approach to a successful utilization of a high-performance extreme learning machines (ELMs) Toolbox for Big Data. It summarizes recent advantages in algorithmic performance; gives a fresh view on the ELM solution in relation to the traditional linear algebraic performa...

Full description

Bibliographic Details
Main Authors: Anton Akusok, Kaj-Mikael Bjork, Yoan Miche, Amaury Lendasse
Format: Article
Language:English
Published: IEEE 2015-01-01
Series:IEEE Access
Online Access:https://ieeexplore.ieee.org/document/7140733/