4.5 Review

Synaptic devices based on semiconductor nanocrystals

Journal

Publisher

ZHEJIANG UNIV PRESS
DOI: 10.1631/FITEE.2100551

Keywords

Semiconductor nanocrystal; Synaptic devices; Neuromorphic computing; Q811; TN303

Funding

  1. National Key Research and Development Program of China [2018YFB2200101]
  2. National Natural Science Foundation of China [91964107, U20A20209, 61721005]

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This review provides an overview of the research background, basic properties, recent developments, and challenges of synaptic devices based on semiconductor nanocrystals.
To meet a growing demand for information processing, brain-inspired neuromorphic devices have been intensively studied in recent years. As an important type of neuromorphic device, synaptic devices have attracted strong attention. Among all the kinds of materials explored for the fabrication of synaptic devices, semiconductor nanocrystals (NCs) have become one of the preferred choices due to their excellent electronic and optical properties. In this review, we first introduce the research background of synaptic devices based on semiconductor NCs and briefly present the basic properties of semiconductor NCs. Recent developments in the field of synaptic devices based on semiconductor NCs are then discussed according to the materials employed in the active layers of the devices. Finally, we discuss existing problems and challenges of synaptic devices based on semiconductor NCs.

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