Resumen

PEREZ S., J. L.; GARCES M., A.; CABIEDES C., F.  y  MIRANDA V., A.. Electronic model of a dubois fuzzy integration neuron. J. appl. res. technol [online]. 2009, vol.7, n.1, pp.73-82. ISSN 2448-6736.

In this work, we present a fuzzy electronic neuron that has a Dubois fuzzy integration method, an activation function with a fuzzy threshold, and a fuzzy response. We generated a fuzzy sum of the input signals and a shooting threshold value defined by means of a triangular or sinusoidal membership function. We present the electronic circuits, the oscilograms of the neuron responses, the value of the fuzzy integral, and we compare their behavior with those of a conventional leaky integrator neuron.

Palabras llave : Biological based neuron models; artificial neuron models; Fuzzy neuron models.

        · resumen en Español     · texto en Inglés     · Inglés ( pdf )