Revisiting memristor properties


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