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<p>Two-dimensional materials like graphene and transition metal dichalcogenides offer unique properties ideal for neuromorphic and artificial sensory devices, enabling precise emulation of neural functions with enhanced energy efficiency and flexibility. Despite their potential, challenges such as scalability, uniformity, and stability hinder widespread adoption. This review explores advancements, applications in robotics and AI, and future challenges in scaling 2D-based neuromorphic devices for real-world use.</p>

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Two-dimensional materials for artificial sensory devices: advancing neuromorphic sensing technology

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年5月2日

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  • Jaekwon Ko,
  • Chanmee Ock,
  • Hyeongyu Gim,
  • Kootak Hong,
  • Yeongjun Lee,
  • Ki Chang Kwon

摘要

Two-dimensional materials like graphene and transition metal dichalcogenides offer unique properties ideal for neuromorphic and artificial sensory devices, enabling precise emulation of neural functions with enhanced energy efficiency and flexibility. Despite their potential, challenges such as scalability, uniformity, and stability hinder widespread adoption. This review explores advancements, applications in robotics and AI, and future challenges in scaling 2D-based neuromorphic devices for real-world use.