Recent advances for quantum neural networks in generative learning

• Main Authors: 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
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Physics; Generative Learning; Quantum Generative Learning
• Online Access: https://hdl.handle.net/10356/172182
• Institution: Nanyang Technological University

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...