Self-Reset Schemes for Magnetic Domain Wall-Based Neuron

نویسندگان

چکیده

Spintronic artificial spiking neurons are promising due to their ability closely mimic the leaky integrate-and-fire (LIF) dynamics of biological LIF neuron. However, neuron needs be reset after firing. Few spintronic that have been proposed in literature discuss process detail. In this article, we various schemes achieve a magnetic domain wall (DW)-based which position DW represents membrane potential. all studied, enters refractory period and is when reaches particular position. We show self-reset operation devices consumes energy can vary from several pJ few fJ, highlights importance strategy improving efficiency neurons.

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ژورنال

عنوان ژورنال: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits

سال: 2022

ISSN: ['2329-9231']

DOI: https://doi.org/10.1109/jxcdc.2022.3227774