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Investigation of the potentialities of Vertical Resistive RAM (VRRAM) for neuromorphic applications

Abstract : Combining Resistive RAM concept with Vertical NAND technology and design, Vertical RRAM (VRRAM) was recently proposed as a cost-effective and extensible technology for future mass data storage applications [1]. 3D RRAM based neural networks were also proposed to emulate the potentiation and depression of a synapse [2], but more complex circuits were not discussed. In previous works [3-4], various RRAM based neuromorphic circuits were proposed and investigated, using planar devices.
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https://hal.archives-ouvertes.fr/hal-01804658
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G. Piccolboni, G. Molas, M. Portal, R. Coquand, Marc Bocquet, et al.. Investigation of the potentialities of Vertical Resistive RAM (VRRAM) for neuromorphic applications. 2015 IEEE International Electron Devices Meeting (IEDM), Dec 2015, Washington, United States. pp.17.2.1-17.2.4, ⟨10.1109/IEDM.2015.7409717⟩. ⟨hal-01804658⟩

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