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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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 4 vom: 28. Apr., Seite 2493-2504
1. Verfasser: Li, Yanan (VerfasserIn)
Weitere Verfasser: Wang, Zhimin, Xing, Ruipeng, Changheng, Shao, Shi, Shangshang, Li, Jiaxin, Zhong, Guoqiang, Gu, Yongjian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article