Light-Emitting Artificial Synapses for Neuromorphic Computing
Open Access
- 1 January 2022
- journal article
- research article
- Published by American Association for the Advancement of Science (AAAS) in Research
Abstract
As the key connecting points in the neuromorphic computing systems, synaptic devices have been investigated substantially in recent years. Developing optoelectronic synaptic devices with optical outputs is becoming attractive due to many benefits of optical signals in systems. Colloidal quantum dots (CQDs) are potential luminescent materials for information displays. Light-emitting diodes based on CQDs have become appealing candidates for optoelectronic synaptic devices. Moreover, light-emitting transistors exhibit great application potential in these synaptic devices. From this perspective, light-emitting artificial synapses were discussed on the basis of these structures in the devices. Their mechanisms, performance, and future development were analysed and prospected in detail.Funding Information
- Zhejiang University (SKL2021-09)
- Jiangsu University
- Natural Science Research Projects of Jiangsu Province University (20KJA510001)
- Nanjing University of Posts and Telecommunications (220097, NY220126)
- Natural Science Foundation of Jiangsu Province (BK20200760)
- National Natural Science Foundation of China (62025403, 51872145, 62104114, 62105163)
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