The Short-term Memory (D.C. Response) of the Memristor Demonstrates the Causes of the Memristor Frequency Effect
Ella Gale, Ben de Lacy Costello, Victor Erokhin, Andrew Adamatzky

TL;DR
This paper explains the memristor frequency effect by linking its short-term d.c. response decay to the hysteresis size variation with frequency, supported by mathematical reasoning and experimental validation.
Contribution
It reveals the material causes of the memristor frequency effect through a mathematical model of its d.c. response and experimental data analysis.
Findings
Decaying d.c. response explains frequency effect
Mathematical model links response decay to hysteresis size
Experimental data from two memristor types supports theory
Abstract
A memristor is often identified by showing its distinctive pinched hysteresis curve and testing for the effect of frequency. The hysteresis size should relate to frequency and shrink to zero as the frequency approaches infinity. Although mathematically understood, the material causes for this are not well known. The d.c. response of the memristor is a decaying curve with its own timescale. We show via mathematical reasoning that this decaying curve when transformed to a.c. leads to the frequency effect by considering a descretized curve. We then demonstrate the validity of this approach with experimental data from two different types of memristors.
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Taxonomy
TopicsAdvanced Memory and Neural Computing · Neural dynamics and brain function · Neuroscience and Neural Engineering
