상세 보기
Compute-in-Memory with SAR ADC and 2T1C DRAM for MAC Operations
- Jang, Tae Eun;
- Lee, Kyu Hyun;
- Kim, Gi Yeol;
- Yun, Su Yeon;
- Youn, Da-Hyeon;
- ... Kim, Soo Youn;
- ... Song, Minkyu;
- 외 2명
Citations
SCOPUS
3초록
This paper presents a compute-in-memory (CIM) architecture for MAC operation using 2T1 C dynamic random access memory (DRAM) and a successive-approximation analog-to-digital converter (SAR ADC). The proposed design features CIM analog multiplication and summation architecture consisting of a digital-to-time converter (DTC) and SAR ADC. The DTC converts the input code into clock-based pulse width, and the calculation can be done by passing through pulse into a 2T1C DRAM array in parallel. The proposed structure is implemented using a 28-nm CMOS process, operates four parallel 2-bit× 4-bit multiplication and total summation simultaneously, and a single calculation requires 140ns for 100MHz system clock frequency. © 2024 IEEE.
키워드
2T1C DRAM; Compute-In-Memory; Process-In-Memory; Successive approximation analog-to-digital converter
- 제목
- Compute-in-Memory with SAR ADC and 2T1C DRAM for MAC Operations
- 저자
- Jang, Tae Eun; Lee, Kyu Hyun; Kim, Gi Yeol; Yun, Su Yeon; Youn, Da-Hyeon; Choi, Hyunggu; Kim, Jihyang; Kim, Soo Youn; Song, Minkyu
- 발행일
- 2024-03
- 유형
- Conference paper
- 저널명
- 2024 International Conference on Electronics, Information, and Communication, ICEIC 2024
- 페이지
- 1 ~ 3