Advantages
- Noise Resistant : With Quantum Error Correction, along with it’s quantum nature, QNNs are resistant to constant noise. In current quatnum computers, there’s always a constant noise / error that occurs in quantum gates, but QNNs overcome it
- Better Results : In this paper , researchers use QNNs to diagnose Covid just from chest X-rays! They obtained a 98% accuracy, 2% better than standard CNNs!
- Faster Training Time : Classical CNNs have O(n²) time, where n is the kernal size. QNNs have O(log(n)) time! That’s an insane speedup!
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