ABSTRACT

3.1 Differential Flow Threshold Dynamics Model: Recently, Szu & Rogers [81 have generalized the threshold value of the McCullouch-Pitts neuron model to be a vector function of three degrees of freedom, consistent with the differential flow requirement of the Kolmogorov-Amold-Moses Theorem. The sigmoidal outputs Vi are generally defined with an arbitrary slope 1/ 'ti as follows: