Single Neuron for Solving XOR like Nonlinear Problems

Figure 9

Trend of scaling factor variation for (N)-bit parity problem is compared in both of the models (i.e., π_t-neuron model and proposed model). Here, the effective scaling factor for a π_t-neuron model is ‘(b_π‒t)’, whereas for the proposed model ‘b^N.’