Revisiting memristor properties
Published
Journal Article
© World Scientific Publishing Company 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.
Full Text
Duke Authors
Cited Authors
- Chen, L; He, Z; Li, C; Wen, S; Chen, Y
Published Date
- September 30, 2020
Published In
Volume / Issue
- 30 / 12
International Standard Serial Number (ISSN)
- 0218-1274
Digital Object Identifier (DOI)
- 10.1142/S0218127420501722
Citation Source
- Scopus