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MicroCloud Hologram Inc. has launched a next-generation quantum convolutional neural network multi-class classification technology, leveraging hybrid quantum-classical learning. This technology demonstrates the potential of quantum computing in image recognition and complex classification tasks, providing a new path for AI development in the post-Moore era. The method combines quantum convolutional neural networks with a hybrid quantum-classical optimization framework, showcasing the advantages of quantum computing in combinatorial optimization, matrix operations, and probability distribution sampling.

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