Extreme learning machine adapted to noise based on optimization algorithms

The extreme learning machine for neural networks of feedforward of a single hidden layer randomly assigns the weights of entry and analytically determines the weights the output by means the Moore-Penrose inverse, this algorithm tends to provide an extremely fast learning speed preserving the adjust...

Full description

Autores:
Vásquez, A
Mora, M
Salazar, E
Gelvez, E
Tipo de recurso:
Fecha de publicación:
2020
Institución:
Universidad Simón Bolívar
Repositorio:
Repositorio Digital USB
Idioma:
eng
OAI Identifier:
oai:bonga.unisimon.edu.co:20.500.12442/6380
Acceso en línea:
https://hdl.handle.net/20.500.12442/6380
https://iopscience.iop.org/article/10.1088/1742-6596/1514/1/012006/pdf
Palabra clave:
Optimization algorithm
Moore-Penrose
Learning
Rights
openAccess
License
Attribution-NonCommercial-NoDerivatives 4.0 Internacional