AI Revolution Driven by Memory Technology Innovation

The memory industry is facing unprecedented challenges as it enters the AI era. The “memory wall” phenomenon, which impedes the speed of system improvements and the evolution of AI algorithms, is intensifying due to existing memory solutions. This limitation restricts the development of AI algorithms. As a result, memory companies have been preparing numerous solutions for several years, gradually applying them to systems, and ultimately providing various products and technologies to meet the future AI industry's power, performance, and capacity requirements.

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Publication Details

Published
2025-02-16
DOI
https://doi.org/10.1109/isscc49661.2025.10904790
Citations
6
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
13.62
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article

AI Revolution Driven by Memory Technology Innovation

Jaihyuk Song
6 citations
Parallel Computing and Optimization Techniques
13.62
article

AI Revolution Driven by Memory Technology Innovation

Jaihyuk Song
article en
6 citations

Abstract

The memory industry is facing unprecedented challenges as it enters the AI era. The “memory wall” phenomenon, which impedes the speed of system improvements and the evolution of AI algorithms, is intensifying due to existing memory solutions. This limitation restricts the development of AI algorithms. As a result, memory companies have been preparing numerous solutions for several years, gradually applying them to systems, and ultimately providing various products and technologies to meet the future AI industry's power, performance, and capacity requirements.

Samsung (South Korea) (KR)
Industry, innovation and infrastructure
Openalex Percentile: Top 1%
Parallel Computing and Optimization Techniques
13.62
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