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Stock impact report

WiMi Deploys Dual-Discriminator Quantum Generative Adversarial Network Architecture, Ushering in a New Era of Efficient Training for QGANs [Yahoo! Finance]

WiMi Hologram Cloud Inc. - American Depositary Share (WIMI) 
Company Research Source: Yahoo! Finance
/PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company") is a leading global Hologram Augmented Reality ("AR") Technology provider. The dual-discriminator quantum generative adversarial network architecture based on quantum convolutional neural network (QCNN) that they are exploring aims to provide innovative solutions for breaking through these technical bottlenecks. Quantum generative adversarial networks, as the core link connecting quantum computing and generative models, achieve distribution learning through the zero-sum game between quantum generators and discriminators. Its core advantage lies in utilizing the superposition of qubits to complete parameter optimization that classical models can hardly achieve in a short time. However, in the actual training process, the gradient propagation for quantum circuit parameter optimization is easily interfered by quantum measurement noise, leading to rapid decay of gradient information in deep networks; at the Show less Read more
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