ABSTRACT

The use of the explored cubic polynomial mapping model in the collective neural network is not adequate because of the unboundedness of the function, while the output of the unipolar neuron takes values from 0 to 1. Instead, a new model with an N_shaped sigmoidal function is proposed in the next seetion.