Memorias de investigación
Artículos en revistas:
Polynomial Regression using a Perceptron with Axo-axonic Connections
Año:2014
Áreas de investigación
  • Tecnología electrónica y de las comunicaciones
Datos
Descripción
Social behavior is mainly based on swarm colonies, in which each individual shares its knowledge about the environment with other individuals to get optimal solutions. Such co-operative model differs from competitive models in the way that individuals die and are born by combining information of alive ones. This paper presents the particle swarm optimization with differential evolution algorithm in order to train a neural network instead the classic back propagation algorithm. The performance of a neural network for particular problems is critically dependant on the choice of the processing elements, the net architecture and the learning algorithm. This work is focused in the development of methods for the evolutionary design of artificial neural networks. This paper focuses in optimizing the topology and structure of connectivity for these networks
Internacional
Si
JCR del ISI
Si
Título de la revista
International Journal Information Content and Processing
ISSN
2367-5128
Factor de impacto JCR
Información de impacto
Volumen
1
DOI
Número de revista
2
Desde la página
103
Hasta la página
114
Mes
SIN MES
Ranking
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Participantes
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Señal Fotónica
  • Departamento: Sistemas Informáticos