• Open access free of charge
    • Free and high quality figure editing
    • Free widest possible global promotion for your research
Volume 6 Issue 3
Feb.  2024
Article Contents

Huang Z H, Li Y R, Zhang Y, Chen J W, He J, Jiang J. 2024. 2D multifunctional devices: from material preparation to device fabrication and neuromorphic applications. Int. J. Extrem. Manuf. 6 032003.
Citation: Huang Z H, Li Y R, Zhang Y, Chen J W, He J, Jiang J. 2024. 2D multifunctional devices: from material preparation to device fabrication and neuromorphic applications. Int. J. Extrem. Manuf. 032003.

2D multifunctional devices: from material preparation to device fabrication and neuromorphic applications


doi: 10.1088/2631-7990/ad2e13
More Information
  • Publish Date: 2024-03-14
  • Neuromorphic computing systems, which mimic the operation of neurons and synapses in the human brain, are seen as an appealing next-generation computing method due to their strong and efficient computing abilities. Two-dimensional (2D) materials with dangling bond-free surfaces and atomic-level thicknesses have emerged as promising candidates for neuromorphic computing hardware. As a result, 2D neuromorphic devices may provide an ideal platform for developing multifunctional neuromorphic applications. Here, we review the recent neuromorphic devices based on 2D material and their multifunctional applications. The synthesis and next micro-nano fabrication methods of 2D materials and their heterostructures are first introduced. The recent advances of neuromorphic 2D devices are discussed in detail using different operating principles. More importantly, we present a review of emerging multifunctional neuromorphic applications, including neuromorphic visual, auditory, tactile, and nociceptive systems based on 2D devices. In the end, we discuss the problems and methods for 2D neuromorphic device developments in the future. This paper will give insights into designing 2D neuromorphic devices and applying them to the future neuromorphic systems.

  • 加载中
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Figures(1)

Article Metrics

Article views(127) PDF Downloads(20) Citation(0)

2D multifunctional devices: from material preparation to device fabrication and neuromorphic applications

doi: 10.1088/2631-7990/ad2e13
  • 1 Hunan Key Laboratory of Nanophotonics and Devices, School of Physics, Central South University, Changsha, Hunan, People's Republic of China;
  • 2 Department of Applied Physics, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region of China, People's Republic of China

Abstract: 

Neuromorphic computing systems, which mimic the operation of neurons and synapses in the human brain, are seen as an appealing next-generation computing method due to their strong and efficient computing abilities. Two-dimensional (2D) materials with dangling bond-free surfaces and atomic-level thicknesses have emerged as promising candidates for neuromorphic computing hardware. As a result, 2D neuromorphic devices may provide an ideal platform for developing multifunctional neuromorphic applications. Here, we review the recent neuromorphic devices based on 2D material and their multifunctional applications. The synthesis and next micro-nano fabrication methods of 2D materials and their heterostructures are first introduced. The recent advances of neuromorphic 2D devices are discussed in detail using different operating principles. More importantly, we present a review of emerging multifunctional neuromorphic applications, including neuromorphic visual, auditory, tactile, and nociceptive systems based on 2D devices. In the end, we discuss the problems and methods for 2D neuromorphic device developments in the future. This paper will give insights into designing 2D neuromorphic devices and applying them to the future neuromorphic systems.

Reference (170)

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return