Initialization by a Novel Clustering for Wavelet Neural Network as Time Series Predictor

The architecture and parameter initialization of wavelet neural network are discussed and a novel initialization method is proposed. The new approach can be regarded as a dynamic clustering procedure which will derive the neuron number as well as the initial value of translation and dilation paramet...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheng, Rong, Hu, Hongping, Tan, Xiuhui, Bai, Yanping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4421099/
https://www.ncbi.nlm.nih.gov/pubmed/25977684
http://dx.doi.org/10.1155/2015/572592

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4421099/
https://www.ncbi.nlm.nih.gov/pubmed/25977684
http://dx.doi.org/10.1155/2015/572592

Ejemplares similares