Learning Algorithm for the Recursive Pattern Recognition Model

@article{Cuadros2016LearningAF,
  title={Learning Algorithm for the Recursive Pattern Recognition Model},
  author={Eduard Gilberto Puerto Cuadros and Jos{\'e} Lisandro Aguilar Castro},
  journal={Applied Artificial Intelligence},
  year={2016},
  volume={30},
  pages={662-678}
}
In this work, we incorporate a learning algorithm to the recursive pattern recognitionmodel, based on the systematic functioning of the human neocortex presented in previous works. This algorithm has twomechanisms: the first, called Aprendizaje_nuevo, is used to learn new patterns and creates a new pattern recognition module in themodel. The other, called Aprendizaje_por_refuerzo, is used to reinforce a pattern and adapts the module that represents the pattern to the changes in it. The… CONTINUE READING