Single Neuron for Solving XOR like Nonlinear Problems

<div>Training progress of both models (i.e., <i>π</i><sub><i>t</i></sub>-neuron model and proposed model). Here, we have considered a typical highly dense two-input XOR data distribution. The result shows that the <i>π</i><sub><i>t</i></sub>-neuron model has an issue in training while the proposed model has achieved convergence.</div>

Computational Intelligence and Neuroscience

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Figure 6

Figure 6: Single Neuron for Solving XOR like Nonlinear Problems 