Simulation of In-Situ Training in Spike Neural Network Based on Non-Ideal Memristors
In this paper, we proposed a multilayer supervised training method based on Multi-Resume and memristor synaptic properties. We use a new differential equation describe the dynamic of Pt/HfO2/Al2O3/Ti devices and update weights based on present conductance. Specifically, the weight update is achieved...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Journal of the Electron Devices Society |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10239259/ |