Methodology - New basis functions for artificial neural networks

Descripción

Desarrollo y estudio de nuevas funciones de base para los distintos nodos de las Redes Neuronales Artificiales.

Publicaciones

• Generalised Gaussian Radial Basis Function Neural Networks
• Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for Binary Classification
• Evolutionary Generalized Radial Basis Function Neural Networks for improving prediction accuracy in gene classification using feature selection
• Neuro-logistic models based on Evolutionary Generalized Radial Basis Function for the microarray gene expression classification problem
• MELM-GRBF: A modified version of the Extreme Learning Machine for Generalized Radial Basis Function Neural Networks