A Universal Implementation Approach for Multivalued Logic Gates Based on Negative Transconductance in Series-Connected Two-Dimensional Transistors

Multiple-valued logic (MVL) is highly desired for algebra, logic, and artificial intelligence due to its higher information density. However, its practical adoption has been hindered for decades by extensive hardware requirements. Two-dimensional (2D) materials with exceptional electronic properties provide possibilities for the development of MVL devices with simple structures. Despite several reports on ternary logic (<i>r</i> = 3) hardware, extending their design to higher logic radix devices (<i>r</i> > 3) is challenging. The construction of elementary MVL gates with a higher radix is still relatively underexplored, and a universal device implementation approach is lacking. In this study, we exploit transconductance (<i>g</i><sub>m</sub>) matching between the negative transconductance (NTC) effect in series-connected molybdenum disulfide (MoS<sub>2</sub>) and black phosphorus (BP) transistors, along with the multiple current valleys of BP transistors, to realize a series of multivalued logic (MVL) gate families (<i>r</i> = 3, 4, 5). Our design achieves reduced transistor counts, higher DC gains, and lower power consumption. Standard quaternary (<i>r</i> = 4) and quinary (<i>r</i> = 5) inverters are demonstrated using only four and five planar transistors, respectively. Additionally, compact models of 2D transistors and equivalent circuits of the MVL gate are established, supporting future large-scale MVL system design and simulation.

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Publication Details

Journal
ACS Nano
Published
2025-06-30
DOI
https://doi.org/10.1021/acsnano.5c04182
Citations
4
Primary Topic
Ferroelectric and Negative Capacitance Devices
Type
article
Field-Weighted Citation Impact
2.92

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article

A Universal Implementation Approach for Multivalued Logic Gates Based on Negative Transconductance in Series-Connected Two-Dimensional Transistors

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4 citations
ACS Nano
Ferroelectric and Negative Capacitance Devices
2.92
article

A Universal Implementation Approach for Multivalued Logic Gates Based on Negative Transconductance in Series-Connected Two-Dimensional Transistors

Kuo–Fu Liao, Mingqiang Huang, Guangchao Zhao, Xingli Wang, Wanting Wen, Beng Kang Tay, Philippe Coquet
article en
4 citations

Abstract

Multiple-valued logic (MVL) is highly desired for algebra, logic, and artificial intelligence due to its higher information density. However, its practical adoption has been hindered for decades by extensive hardware requirements. Two-dimensional (2D) materials with exceptional electronic properties provide possibilities for the development of MVL devices with simple structures. Despite several reports on ternary logic (<i>r</i> = 3) hardware, extending their design to higher logic radix devices (<i>r</i> > 3) is challenging. The construction of elementary MVL gates with a higher radix is still relatively underexplored, and a universal device implementation approach is lacking. In this study, we exploit transconductance (<i>g</i><sub>m</sub>) matching between the negative transconductance (NTC) effect in series-connected molybdenum disulfide (MoS<sub>2</sub>) and black phosphorus (BP) transistors, along with the multiple current valleys of BP transistors, to realize a series of multivalued logic (MVL) gate families (<i>r</i> = 3, 4, 5). Our design achieves reduced transistor counts, higher DC gains, and lower power consumption. Standard quaternary (<i>r</i> = 4) and quinary (<i>r</i> = 5) inverters are demonstrated using only four and five planar transistors, respectively. Additionally, compact models of 2D transistors and equivalent circuits of the MVL gate are established, supporting future large-scale MVL system design and simulation.

ACS NanoVol. 19(27)
Nanyang Technological University (SG), Chinese Academy of Sciences (CN), Université de Lille (FR), Institut d'Electronique, de Microélectronique et de Nanotechnologie (FR), Thales (France) (FR), Shenzhen Institutes of Advanced Technology (CN)
Ministry of Education - Singapore, National Natural Science Foundation of China, Ministry of Education, India, Science, Technology and Innovation Commission of Shenzhen Municipality, Shenzhen Municipal Science and Technology Innovation Council
Affordable and clean energy
Openalex Percentile: Top 9%
Ferroelectric and Negative Capacitance Devices
2.92
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