# Linear and symmetric synaptic weight update characteristics by controlling filament geometry in oxide/suboxide HfOx bilayer memristive device for neuromorphic computing

> Research article (Scientific Reports, 2023) · cited 42× · AI/ML

**Wikidata**: [openalex:W4380576630](https://www.wikidata.org/wiki/openalex:W4380576630)  
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