Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application

IF 36.3 1区材料科学 Q1 Engineering

Nano-Micro Letters Pub Date : 2025-09-12 DOI:10.1007/s40820-025-01902-1

Lin Lu, Bo Sun, Zheng Wang, Jialin Meng, Tianyu Wang

引用次数: 0

Abstract

Highlights

The latest research progress in the field of MXene-based neuromorphic computing is reviewed.
The design strategy of MXene-based neuromorphic devices encompasses multiple factors are summarized, including material selection, circuit integration, and architecture optimization.
Future development paths for MXene-based neuromorphic computing are discussed, including large-scale manufacturing, stability enhancement, and interdisciplinary integration.

查看原文本刊更多论文

基于二维mxeni的神经形态计算智能应用高级传感器。

作为新兴的二维（2D）材料，碳化物和氮化物（MXenes）可以是固溶体或由多原子层组成的有组织结构。MXenes具有卓越的、可调节的电学、光学、机械和电化学特性，在大脑启发的神经形态计算电子学方面显示出巨大的潜力，包括神经形态气体传感器、压力传感器和光电探测器。本文对MXenes在神经形态传感领域的研究进展进行了前瞻性的综述，并讨论了需要解决的关键挑战。环境暴露下的长期稳定性不足、高成本、大规模生产的可扩展性限制以及可穿戴集成中的机械失配等关键瓶颈阻碍了它们的实际部署。此外，异质结构中的界面相容性和神经形态信号转换中的能量效率低下等尚未解决的问题需要迫切关注。本文综述为未来的研究方向提供了新的见解，增强了对MXene性质的基本认识，并通过与各种新兴技术的融合，促进了MXene进一步融入神经形态计算应用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Nano-Micro Letters NANOSCIENCE & NANOTECHNOLOGY-MATERIALS SCIENCE, MULTIDISCIPLINARY

CiteScore

32.60

自引率

4.90%

发文量

981

审稿时长

1.1 months

期刊介绍： Nano-Micro Letters is a peer-reviewed, international, interdisciplinary, and open-access journal published under the SpringerOpen brand. Nano-Micro Letters focuses on the science, experiments, engineering, technologies, and applications of nano- or microscale structures and systems in various fields such as physics, chemistry, biology, material science, and pharmacy.It also explores the expanding interfaces between these fields. Nano-Micro Letters particularly emphasizes the bottom-up approach in the length scale from nano to micro. This approach is crucial for achieving industrial applications in nanotechnology, as it involves the assembly, modification, and control of nanostructures on a microscale.