A realization procedure for threshold gate networks

One engineering parameter of importance in the realization of threshold gate networks is the tolerance which must be placed on the coefficients and threshold: of the individual components. A previous paper gives a realization procedure which allows this tolerance to be controlled. The present paper gives an alternate realization procedure which also allows the tolerance to be controlled, but which is somewhat different in its application. The new procedure can be considered a generalization of an earlier procedure for the single-element realization problem. The function is first decomposed using a generalization of the function tree and then reconstructed using a generalization of the range theorem plus some additional simplification theorems.