Non-linear classification capability of quantum neural networks due to emergent quantum metastability

Mario Boneberg, Federico Carollo, Igor Lesanovsky

The power and expressivity of deep classical neural networks can be attributed to non-linear input-output relations. Such non-linearities are at the heart of many computational tas…