Quantum neural networks strongly outperform narrow classical networks on smooth function regression, but the advantage depends on comparison design and disappears on discontinuous functions.
Schalkoff, Artificial Neural Networks , McGraw-Hill, 1997
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Assessing the Advantages and Limitations of Quantum Neural Networks in Regression Tasks
Quantum neural networks strongly outperform narrow classical networks on smooth function regression, but the advantage depends on comparison design and disappears on discontinuous functions.