Research Article
Single Neuron for Solving XOR like Nonlinear Problems
Table 5
Comparison of Πt-Neuron Model and Proposed Model (in terms of threshold values).
| Experiment no. | Desired | Predicted (pt) | Predicted (ours) | t1 | t2 | t1 | t2 | t1 | t2 |
| 1 | 0.5 | 0.5 | 0.6023 | 0.1546 | 0.5024 | 0.5037 | 2 | 0.580 | 0.672 | 0.5567 | 2.6124 | 0.579 | 0.674 | 3 | 0.460 | 0.084 | 0.4679 | ‒15.9951 | 0.459 | 0.085 |
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