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

2019Science引用 402
Advanced Memory and Neural ComputingPhase-change materials and chalcogenidesNeural Networks and Reservoir Computing

详细信息

发表期刊/会议
Science
发表日期
2019-08-22
发表年份
2019

关键词

Advanced Memory and Neural ComputingPhase-change materials and chalcogenidesNeural Networks and Reservoir Computing

摘要

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.