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Updated: Jul 11, 2025

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基于RRAM的混合内存架构的单体三维集成,用于一次性学习

Yijun Li1, Jianshi Tang2,3, Bin Gao1,4

  • 1School of Integrated Circuits, Tsinghua University, Beijing, China.

Nature communications
|November 6, 2023
PubMed
概括

本研究介绍了M3D-LIME,这是一款新的3D集成芯片,它结合了互补的金属氧化物半导体 (CMOS) 逻辑与电阻随机存储器 (RRAM) 来实现高效的计算. 这种混合记忆架构在机器学习任务中实现了高精度,并显著提高了能源效率.

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Improving short-term memory can be achieved through techniques like chunking and rehearsal. Chunking involves organizing information into larger, more manageable units. This technique is particularly useful for information that exceeds the typical memory span of between five and nine items. For instance, logging into an online account with a password like "ta89vq0179gz" involves grouping letters and numbers into three chunks—ta89, vq01, and 79gz. It makes large amounts of...
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