Abstract
Memristors have been extensively studied for data storage and low-power computation applications. In this study, we show that memristors offer more than simple resistance change. Specifically, the dynamic evolutions of internal state variables allow an oxide-based memristor to exhibit Ca2+-like dynamics that natively encode timing information and regulate synaptic weights. Such a device can be modeled as a second-order memristor and allow the implementation of critical synaptic functions realistically using simple spike forms based solely on spike activity.
Original language | English |
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Pages (from-to) | 2203-2211 |
Number of pages | 9 |
Journal | Nano Letters |
Volume | 15 |
Issue number | 3 |
DOIs | |
State | Published - 11 Mar 2015 |
Bibliographical note
Publisher Copyright:© 2015 American Chemical Society.
Keywords
- Ca
- dynamics
- Memristor
- resistive switching
- second-order
- synapse
- synaptic plasticity