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This chapter highlights how quantum computing can redefine neural networks by offering new capabilities and addressing existing challenges. Engineers can leverage these innovations for advanced applications, such as optimization, generative modeling, and quantum-specific problem-solving. Future research and technological advancements will continue to shape the role of QNNs in engineering and beyond.

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Quantum Neural Networks (QNNs)

  • 章节

  • 发表日期：

    2025年

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  • Jesse Van Griensven Thé,
  • Roydon Andrew Fraser,
  • Jose Rosas-Bustos

摘要

This chapter highlights how quantum computing can redefine neural networks by offering new capabilities and addressing existing challenges. Engineers can leverage these innovations for advanced applications, such as optimization, generative modeling, and quantum-specific problem-solving. Future research and technological advancements will continue to shape the role of QNNs in engineering and beyond.