Single Neuron for Solving XOR like Nonlinear Problems

<div>XOR problem is illustrated by considering each input as one dimension and mapping the digital digit ‘0’ as negative axis and ‘1’ as the positive axis. Therefore, XOR data distribution is the areas formed by two of the axes ‘X1’ and ‘X2’, such that the negative area corresponds to class 1, and the positive area corresponds to class 2.</div>

Computational Intelligence and Neuroscience

fig1

Figure 1

Figure 1: Single Neuron for Solving XOR like Nonlinear Problems 