Ultimately, the new approach works because of how it encodes information. Classical computers use bits, which can take one of ...

The finding offers a glimpse into a faster, greener era within the relatively new research field of Quantum Machine Learning, ...

A team of researchers has shown that even small-scale quantum computers can enhance machine learning performance, using a ...

One of the current hot research topics is the combination of two of the most recent technological breakthroughs: machine ...

"Understanding how noise affects performance is crucial as we strive for practical applications of quantum computing." This new algorithm addresses these complexities by leveraging the high photon ...

Small-scale quantum computers can enhance machine learning performance, as shown in an experimental study using a photonic ...

the algorithm outputs the classification results through quantum measurement. In binary classification tasks, the input training samples are divided into two categories, while in multi-class tasks ...

Quantum machine learning algorithms represent an innovative ... For specific machine learning tasks (such as classification, regression, or clustering), the team preprocesses classical data ...