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Neuronal Firing Characteristics in the NbO2 based Mott Memristor

Authors :
Bin Gao
Xinyi Li
Huaqiang Wu
Xiaojian Zheng
He Qian
Jianshi Tang
Source :
2021 5th IEEE Electron Devices Technology & Manufacturing Conference (EDTM).
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

High-performance artificial neurons are critical to build bio-plausible artificial neural networks for neuromorphic computing. In this work, we report the fabrication and comprehensive characterizations of NbO 2 based Mott neuron. The device shows uniform neuronal firing behavior with a small cycle-to-cycle variation of 2.6% in the threshold voltage. Besides, a memory effect with subthreshold firing is observed in the NbO 2 Mott neuron, which is associated with the relaxation dynamics in the insulator-metal transition (IMT). Based on the Mott transition theory, this behavior can be attributed to the long-lived metallic grains in the NbO 2 layer. Such dynamic firing properties in the resistive switching process could have potential applications in neuromorphic circuits.

Details

Database :
OpenAIRE
Journal :
2021 5th IEEE Electron Devices Technology & Manufacturing Conference (EDTM)
Accession number :
edsair.doi...........b0fcacb1312a300b26e0939b101405c1