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Memristive neural networks have emerged as a promising paradigm for implementing intelligent systems, leveraging the unique properties of memristors to emulate synaptic behavior and enable efficient neuromorphic computing. This chapter explores the application of memristive neural networks in four advanced tasks, showcasing their potential to revolutionize various domains, including image processing, computer vision, and information retrieval.

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Memristor-Based Neural Network and Its Application

  • 章节

  • 发表日期：

    2025年

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  • Yongbin Yu,
  • Xiangxiang Wang,
  • Xiao Feng,
  • Jiarun Shen,
  • Nyima Tashi,
  • Pinaki Mazumder

摘要

Memristive neural networks have emerged as a promising paradigm for implementing intelligent systems, leveraging the unique properties of memristors to emulate synaptic behavior and enable efficient neuromorphic computing. This chapter explores the application of memristive neural networks in four advanced tasks, showcasing their potential to revolutionize various domains, including image processing, computer vision, and information retrieval.