Logo image
Oxidation-boosted charge trapping in ultra-sensitive van der Waals materials for artificial synaptic features
期刊文章

Oxidation-boosted charge trapping in ultra-sensitive van der Waals materials for artificial synaptic features

F.-S. Yang, M. Li, M.-P. Lee, I.-Y. Ho, J.-Y. Chen, H. Ling, Y. Li, J.-K. Chang, S.-H. Yang, Y.-M. Chang, …
Nature Communications, 卷.11(1)
2020
Web of Science ID: WOS:000542758700002

摘要

neurotransmitter artificial neural network equipment measurement method oxidation pattern recognition Article artificial neural network atomic force microscopy comparative study controlled study energy dispersive X ray spectroscopy high resolution transmission electron microscopy hysteresis information storage low frequency noise pattern recognition surface charge surface property
Exploitation of the oxidation behaviour in an environmentally sensitive semiconductor is significant to modulate its electronic properties and develop unique applications. Here, we demonstrate a native oxidation-inspired InSe field-effect transistor as an artificial synapse in device level that benefits from the boosted charge trapping under ambient conditions. A thin InOx layer is confirmed under the InSe channel, which can serve as an effective charge trapping layer for information storage. The dynamic characteristic measurement is further performed to reveal the corresponding uniform charge trapping and releasing process, which coincides with its surface-effect-governed carrier fluctuations. As a result, the oxide-decorated InSe device exhibits nonvolatile memory characteristics with flexible programming/erasing operations. Furthermore, an InSe-based artificial synapse is implemented to emulate the essential synaptic functions. The pattern recognition capability of the designed artificial neural network is believed to provide an excellent paradigm for ultra-sensitive van der Waals materials to develop electric-modulated neuromorphic computation architectures. © 2020, The Author(s).

檔案與連結 (2)

url
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086413659&doi=10.1038%2fs41467-020-16766-9&partnerID=40&md5=d75721648dff8f2daf1780bf86aaf27d檢視
url
https://doi.org/10.1038/s41467-020-16766-9檢視
已出版(紀錄版本) 開放

相關連結

詳細資料

Logo image