Recent advances for quantum neural networks in generative learning

• المؤلفون الرئيسيون: Tian, Jinkai, Sun, Xiaoyu, Du, Yuxuan, Zhao, Shanshan, Liu, Qing, Zhang, Kaining, Yi, Wei, Huang, Wanrong, Wang, Chaoyue, Wu, Xingyao, Hsieh, Min-Hsiu, Liu, Tongliang, Yang, Wenjing, Tao, Dacheng
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Science::Physics; Generative Learning; Quantum Generative Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172182

Quantum computers are next-generation devices that hold promise to perform calculations beyond the reach of classical computers. A leading method towards achieving this goal is through quantum machine learning, especially quantum generative learning. Due to the intrinsic probabilistic nature of quan...