... positive, if the associated synapse is excitatory and it is negative, if the synapse is inhibitory. Thus, signal xi at the input of synapse i, connected to neuron j, is multiplied by the synaptic ... Section 8.6 and on the so-called self-organizing map [263] constitutes a model-free classifier, thus requiring a long training period and large networks. The schematic of the RBF equalizer ... (8.68) where ci, i = 1,2, . . . , M, is the set of RBF centres to be determined. Thus, with the aid of Equation 8.67 and Equation 8.68 we have M F*(x) = CW~G(X; ci) Gill)....