The roles of Kerr nonlinearity in a bosonic quantum neural network

• Main Authors: Xu, Huawen, Krisnanda, Tanjung, Bao, Ruiqi, Liew, Timothy Chi Hin
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Physics; Quantum Neural Networks; Quantum Optics
• Online Access: https://hdl.handle.net/10356/165594
• Institution: Nanyang Technological University

The emerging technology of quantum neural networks (QNNs) offers a quantum advantage over classical artificial neural networks (ANNs) in terms of speed or efficiency of information processing tasks. It is well established that nonlinear mapping between input and output is an indispensable feature of...