Dual-Gate 2T0C Gain Cell for Multi-Bit Input Vector-Matrix Multiplication in-Memory Computing
In this work, one novel dual-gate 2T0C is proposed for multi-bit input vector-matrix multiplication (VMM) in in-memory computing (IMC). Unlike the existing pulse-width modulation (PWM) method for implementing multi-bit input, the proposed approach utilizes pure voltage control to adjust the gate voltage of the dual-gate 2T0C, thus enabling high-speed computing. Validity of this multi-bit input scheme is confirmed by simulation with high linearity (~99.4%) of current versus gate bias of read transistor. In addition, the dual-gate 2T0C can achieve a high linearity (~97.9%) of current dependence on weight by using current programming. It indicates that the dual-gate 2T0C is promising for IMC.
Authors
- Jinghong Shi
- Jingqin Rosy Luo (ORCID: https://orcid.org/0000-0003-2759-3072)
- Minghui Yin (ORCID: https://orcid.org/0000-0002-7700-8401)
- Yong Yu (ORCID: https://orcid.org/0000-0002-5700-4542)
- Bok-Moon Kang
- Xue‐Ru Wu (ORCID: https://orcid.org/0000-0001-6058-6291)
- Guilei Wang (ORCID: https://orcid.org/0000-0002-1311-8863)
- Chao Feng Zhao (ORCID: https://orcid.org/0000-0002-9582-1068)
- Chuanhui Huang (ORCID: https://orcid.org/0000-0002-2747-4930)
- Dan Wang (ORCID: https://orcid.org/0000-0002-8230-6243)
- Zhengyong Zhu
Institutions
- Beijing Academy of Science and Technology (CN)
- University of Chinese Academy of Sciences (CN)
Publication Details
- Published
- 2025-03-24
- DOI
- https://doi.org/10.1109/cstic64481.2025.11017991
- Primary Topic
- Quantum-Dot Cellular Automata
- Type
- article
- Field-Weighted Citation Impact
- 0.00