Quantum Gated Recurrent Neural Networks

The exploration of quantum advantages with Quantum Neural Networks (QNNs) is an exciting endeavor. Recurrent neural networks, the widely used framework in deep learning, suffer from the gradient vanishing and exploding problem, which limits their ability to learn long-term dependencies. To address t...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 4 vom: 28. Apr., Seite 2493-2504
Auteur principal: Li, Yanan (Auteur)
Autres auteurs: Wang, Zhimin, Xing, Ruipeng, Changheng, Shao, Shi, Shangshang, Li, Jiaxin, Zhong, Guoqiang, Gu, Yongjian
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article