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Neuromorphic functionality of ferroelectric domain walls

Pankaj Sharma, Jan Seidel

2023Neuromorphic Computing and Engineering23 citationsDOIOpen Access PDF

Abstract

Abstract Mimicking and replicating the function of biological synapses with engineered materials is a challenge for the 21st century. The field of neuromorphic computing has recently seen significant developments, and new concepts are being explored. One of these approaches uses topological defects, such as domain walls in ferroic materials, especially ferroelectrics, that can naturally be addressed by electric fields to alter and tailor their intrinsic or extrinsic properties and functionality. Here, we review concepts of neuromorphic functionality found in ferroelectric domain walls and give a perspective on future developments and applications in low-energy, agile, brain-inspired electronics and computing.

Topics & Concepts

Neuromorphic engineeringFerroelectricityAgile software developmentDomain (mathematical analysis)Perspective (graphical)Field (mathematics)Computer scienceFunction (biology)NanotechnologyMaterials scienceComputer architectureCognitive scienceEngineeringArtificial intelligenceArtificial neural networkElectrical engineeringPsychologySoftware engineeringMathematicsBiologyDielectricMathematical analysisEvolutionary biologyPure mathematicsAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesFerroelectric and Piezoelectric Materials
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