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Test accuracies of learning the “circles” dataset with the soft quantum perceptron after a bit flip channel, phase flip channel, or bit–phase flip channel with different flip probabilities.
| Noise channels | Flip probability | ||||
|---|---|---|---|---|---|
| 0.10 | 0.20 | 0.30 | 0.40 | 0.50 | |
| Bit flip | 100% | 100% | 100% | 100% | 32% |
| Phase flip | 100% | 100% | 93% | 92% | 91% |
| Bit–phase flip | 100% | 100% | 100% | 100% | 68% |
