We thus argue that all ReRAM that exhibit a filamentary type of mechanism could possess AR-13324 manufacturer stochastic switching characteristics, though our study only exploits TiO2-based devices. Considering the further ReRAM development, this impact of defect distribution should be carefully considered in device engineering as it could significantly affect the fabrication reproducibility
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