Research Article
Single Neuron for Solving XOR like Nonlinear Problems
Table 3
Success Rate (through variation in dimension and no. of training samples).
| | Dimension (N) | 103 | 104 | 106 |
| | 2 | 1.0 | 1.0 | 1.0 | | 5 | 1.0 | 1.0 | 1.0 | | 7 | 1.0 | 1.0 | 1.0 | | 10 | 0.96 | 1.0 | 1.0 | | 13 | 0.76 | 1.0 | 1.0 | | 15 | 0.32 | 0.96 | 1.0 | | 18 | 0.0 | 0.40 | 0.92 | | 20 | 0.0 | 0.32 | 0.64 | | 25 | 0.0 | 0.0 | 0.24 |
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