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Review of 2D Materials in Neuromorphic Computing

Review article on 2D material applications in neuromorphic computing addressing wearable electronics and quantum architectures

This review article discusses the integration of two-dimensional materials like transition metal dichalcogenides and hexagonal boron nitride into neuromorphic systems. It highlights applications including wearable electronics, brain-machine interfaces, and quantum-classical hybrid architectures for energy-efficient AI. The text notes that while these materials enable synaptic behaviors such as spike-timing-dependent plasticity, challenges in reproducibility, scalability, and stability persist. No specific project dates or TRL values are provided.

Use-case examples

  • wearable electronics
  • brain-machine interfaces
  • quantum neuromorphic platforms