A memristor SPICE model accounting for synaptic activity dependence

PloS One
Qingjiang LiHui Xu

Abstract

In this work, we propose a new memristor SPICE model that accounts for the typical synaptic characteristics that have been previously demonstrated with practical memristive devices. We show that this model could account for both volatile and non-volatile memristance changes under distinct stimuli. We then demonstrate that our model is capable of supporting typical STDP with simple non-overlapping digital pulse pairs. Finally, we investigate the capability of our model to simulate the activity dependence dynamics of synaptic modification and present simulated results that are in excellent agreement with biological results.

References

Jul 23, 2004·The Journal of Neuroscience : the Official Journal of the Society for Neuroscience·Pratima ThakurJens Rettig
Jul 4, 2006·Physiological Reviews·Yang Dan, Mu-Ming Poo
May 3, 2008·Nature·Dmitri B StrukovR Stanley Williams
Mar 3, 2010·Nano Letters·Sung Hyun JoWei Lu
Mar 29, 2011·Frontiers in Neuroscience·Carlos Zamarreño-RamosBernabé Linares-Barranco
Apr 9, 2013·Scientific Reports·Yi LiXiangshui Miao
Sep 4, 2013·Nanotechnology·Giacomo IndiveriThemistoklis Prodromakis

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Citations

Jan 5, 2016·Scientific Reports·Radu BerdanThemistoklis Prodromakis
Sep 30, 2016·Nature Communications·Alexander SerbThemis Prodromakis
Mar 12, 2020·International Journal of Molecular Sciences·Daniela GandolfiJonathan Mapelli

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