Electronic model of a dubois fuzzy integration neuron
J.L. Perez S., A. Garcés M, F. Cabiedes C., A. Miranda V. · Journal of Applied Research and Technology · 2009
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.