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Neuronal Firing Characteristics in the NbO2 based Mott Memristor
- 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.
- Subjects :
- Materials science
Quantitative Biology::Neurons and Cognition
Condensed matter physics
Artificial neural network
Subthreshold conduction
Relaxation (NMR)
Memristor
Mott transition
law.invention
Threshold voltage
Neuromorphic engineering
law
Condensed Matter::Strongly Correlated Electrons
Natural bond orbital
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 5th IEEE Electron Devices Technology & Manufacturing Conference (EDTM)
- Accession number :
- edsair.doi...........b0fcacb1312a300b26e0939b101405c1