A Feedback Spin-Valve Memristive System
Weiran Cai, Torsten Schmidt, Udo J\"orges, Frank Ellinger

TL;DR
This paper introduces a theoretical model of a spin-valve memristive system utilizing spin polarization control and feedback via the Hall Effect, revealing novel hysteretic behaviors and stability conditions.
Contribution
It develops a generalized memristive system framework incorporating feedback-controlled spin polarization and broadens the concept of memristive systems beyond traditional definitions.
Findings
Demonstrates memristive hysteresis with non-origin crossing
Identifies conditions for system stability using Floquet analysis
Extends memristive system theory to include non-Ohmic, passive systems
Abstract
We propose theoretically a generalized memristive system based on controlled spin polarizations in the giant magnetoresistive material using a feedback loop with the classical Hall Effect. The dynamics can exhibit a memristive pinched hysteretic loop that possesses the self-crossing knot not located at the origin. Additionally, one can also observe a single-looped orbit in the device. We also provide a sufficient condition for the stability based on an estimation of the Floquet exponent. The analysis shows that the non-origin-crossing dynamics is generally permitted in a class of passive memory systems that are not subject to Ohm's Law. We further develop the prevailing homogeneous definition to a broadened concept of generalized heterogeneous memristive systems, permitting no self-crossing knot at the origin, and ultimately to the compound memory electronic systems.
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Taxonomy
TopicsAdvanced Memory and Neural Computing · Neural dynamics and brain function · Neural Networks and Reservoir Computing
