Revisiting memristor properties
- Publisher:
- World Scientific Pub Co Pte Lt
- Publication Type:
- Journal Article
- Citation:
- International Journal of Bifurcation and Chaos, 2020, 30, (12)
- Issue Date:
- 2020-09-30
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Revisiting Memristor Properties-v2-R1.pdf | 307.06 kB |
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Memristor is a natural synapse because of its nanoscale and memory property, which influences the performance of memristive artificial neural networks. A three-variable memristor model is simplified with 15 kinds of properties, including the learning experience, the forgetting curve, the spiking time-dependent plasticity (STDP), the spiking rate dependent plasticity (SRDP), and the integration property. Through the analysis of the model, one more unobserved property called pseudo-polarity reversibility property is predicted by assuming the long-term memory is independent of memductance.
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