https://techxplore.com/news/2023-03-silicon-ecram-ai.html
Researchers achieve the first silicon integrated ECRAM for a practical AI acceleratorThe transformative changes brought by deep learning and artificial intelligence are accompanied by immense costs. For example, OpenAI's ChatGPT algorithm costs at least $100,000 every day to operate. This could be reduced with accelerators, or computer hardware designed to efficiently perform the specific operations of deep learning. However, such a device is only viable if it can be integrated with mainstream silicon-based computing hardware on the material level.techxplore.comECRAM์ Electro-Chemical RAM์ ์ฝ์๋ก ์ด์ ๊น์ง๋ ์ค๋ฆฌ์ฝ ๊ธฐ๋ฐ ํ๋์จ์ด์์ ์ตํฉ์ด ๋ถ๊ฐ๋ฅํ๋๋ฐ
์ต๊ทผ ๋ฏธ๊ตญ UIUC์ ์ฐ๊ตฌ์ง์ด ์ต์ด๋ก ์ค๋ฆฌ์ฝ ๊ธฐ๋ฐ ํธ๋์ง์คํฐ์ ECRAM์ ์ตํฉํ๋๊ฑธ ์ฑ๊ณตํด์
๋ฅ๋ฌ๋ ํ๋ จ์ํค๋ ๊ฐ๊ฒฉ์ด ํ๊ธฐ์ ์ผ๋ก ์ ๋ ด ํด ์ง ์ ์๋ ๋ํ๊ตฌ๋ฅผ ๋ง๋ จํ๋ค๊ณ ํจ ใทใท
๋ฐ๋์ฒด ใ ๋ ๋ชจ๋ฅด๊ธดํ๋๋ฐ ์ ๊ฑธ๋ก ์ ๋ ฅ์ฌ์ฉ๋๋ ํฌ๊ฒ ๋จ๊ตด์์๋๊ฑด๊ฐ?
๊ธฐ์กด ๋ฐ๋์ฒด ๋๋น oncurrent๊ฐ ๋๊ณ offcurrent๊ฐ ๋ฎ์ผ๋ฉด ๋ ๊ฑฐ๊ฐ์๋ฐ
๋๋๊ฒ์ด๋ค ์ค๋ช ์ข
์๋ ๋ก๊ทธ ์ปดํจํฐ ๋ถํ๊ฐ์ด๋ค ์ ๊ฑฐ ๋ฐ์ ํ๋ฉด LLM์ ์ค๋งํธํฐ ๋ก์ปฌ๋ก ๋๋ฆฌ๊ธฐ ์๊ฐ๋ฅ