Quantum machine learning

Quantum self-attention neural networks for text classification
An emerging direction of quantum computing is to establish meaningful quantum applications in various fields of artificial …
PDF Cite DOI
Quantum self-attention neural networks for text classification
Exponential Hardness of Optimization from the Locality in Quantum Neural Networks
Quantum neural networks (QNNs) have become a leading paradigm for establishing near-term quantum applications in recent years. The …
PDF Cite DOI
Exponential Hardness of Optimization from the Locality in Quantum Neural Networks
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks
Quantum neural networks (QNNs) have been a promising framework in pursuing near-term quantum advantage in various fields, where many …
PDF Cite DOI
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks