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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국인터넷방송통신학회 International journal of internet, broadcasting and communication : IJIBC International journal of internet, broadcasting and communication : IJIBC 제12권 제1호
- 발행연도
- 2020.1
- 수록면
- 90 - 94 (5page)
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초록· 키워드
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Artificial intelligence (AI) is software that learns large amounts of data and provides the desired results for certain patterns. In other words, learning a large amount of data is very important, and the role of memory in terms of computing systems is important. Massive data means wider bandwidth, and the design of the memory system that can provide it becomes even more important. Providing wide bandwidth in AI systems is also related to power consumption. AlphaGo, for example, consumes 170 kW of power using 1202 CPUs and 176 GPUs. Since more than 50% of the consumption of memory is usually used by system chips, a lot of investment is being made in memory technology for AI chips. MRAM, PRAM, ReRAM and Hybrid RAM are mainly studied. This study presents various memory technologies that are being studied in artificial intelligence chip design. Especially, MRAM and PRAM are commerciallized for the next generation memory. They have two significant advantages that are ultra low power consumption and nearly zero leakage power. This paper describes a comparative analysis of the four representative new memory technologies.
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참고문헌 (10)
참고문헌 신청
Russell, S. / 2015 / Research Priorities for Robust and Beneficial Artificial Intelligence / AI Magazine 36(4):105~114
Peter Desnoyers / 2013 / What systems researchers need to know about NAND flash / Proceedings of the 5th USENIX conference on Hot Topics in Storage and File Systems (HotStorage) :1~6
Intel Xpoint memory Optane
Phasse change random-access memory
Resistive random-access Memory
Peter Desnoyers / 2013 / What systems researchers need to know about NAND flash / Proceedings of the 5th USENIX conference on Hot Topics in Storage and File Systems (HotStorage) :1~6
Intel Xpoint memory Optane
Phasse change random-access memory
Resistive random-access Memory
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