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.

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Published
2025-03-24
DOI
https://doi.org/10.1109/cstic64481.2025.11017991
Primary Topic
Quantum-Dot Cellular Automata
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article
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article

Dual-Gate 2T0C Gain Cell for Multi-Bit Input Vector-Matrix Multiplication in-Memory Computing

Jinghong Shi, Jingqin Rosy Luo, Minghui Yin, Yong Yu et al.
Quantum-Dot Cellular Automata
article

Dual-Gate 2T0C Gain Cell for Multi-Bit Input Vector-Matrix Multiplication in-Memory Computing

Jinghong Shi, Jingqin Rosy Luo, Minghui Yin, Yong Yu, Bok-Moon Kang, Xue‐Ru Wu, Guilei Wang, Chao Feng Zhao, Chuanhui Huang, Dan Wang, Zhengyong Zhu
article en

Abstract

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.

Beijing Academy of Science and Technology (CN), University of Chinese Academy of Sciences (CN)
Affordable and clean energy
Openalex Percentile: Top 86%
Quantum-Dot Cellular Automata
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