Artificial intelligence and other data-intensive applications have escalated the demand for data storage and processing. New computing devices, such as phase-change random access memory (PCRAM)–based neuro-inspired devices, are promising options for breaking the von Neumann barrier by unifying storage with computing in memory cells. However, current PCRAM devices have considerable noise and drift in electrical resistance that erodes the precision and consistency of these devices. We designed a phase-change heterostructure (PCH) that consists of alternately stacked phase-change and confinement nanolayers to suppress the noise and drift, allowing reliable iterative RESET and cumulative SET operations for high-performance neuro-inspired computing. Our PCH architecture is amenable to industrial production as an intrinsic materials solution, without complex manufacturing procedure or much increased fabrication cost.

Phase-change heterostructure enables ultralow noise and drift for memory operation / Ding, K.; Wang, J.; Zhou, Y.; Tian, H.; Lu, L.; Mazzarello, R.; Jia, C.; Zhang, W.; Rao, F.; Ma, E.. - In: SCIENCE. - ISSN 0036-8075. - 366:6462(2019), pp. 210-215. [10.1126/science.aay0291]

Phase-change heterostructure enables ultralow noise and drift for memory operation

Mazzarello R.;
2019

Abstract

Artificial intelligence and other data-intensive applications have escalated the demand for data storage and processing. New computing devices, such as phase-change random access memory (PCRAM)–based neuro-inspired devices, are promising options for breaking the von Neumann barrier by unifying storage with computing in memory cells. However, current PCRAM devices have considerable noise and drift in electrical resistance that erodes the precision and consistency of these devices. We designed a phase-change heterostructure (PCH) that consists of alternately stacked phase-change and confinement nanolayers to suppress the noise and drift, allowing reliable iterative RESET and cumulative SET operations for high-performance neuro-inspired computing. Our PCH architecture is amenable to industrial production as an intrinsic materials solution, without complex manufacturing procedure or much increased fabrication cost.
2019
phase-change materials; chalcogenide superlattices; neuromorphic devices; molecular dynamics; density functional theory
01 Pubblicazione su rivista::01a Articolo in rivista
Phase-change heterostructure enables ultralow noise and drift for memory operation / Ding, K.; Wang, J.; Zhou, Y.; Tian, H.; Lu, L.; Mazzarello, R.; Jia, C.; Zhang, W.; Rao, F.; Ma, E.. - In: SCIENCE. - ISSN 0036-8075. - 366:6462(2019), pp. 210-215. [10.1126/science.aay0291]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1460708
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