Multi‐Physical Field Modulated P‐Bit Device Based on VO <sub>2</sub> Thin Film

Probabilistic computation using probability bits (P-bits) is highly effective for combinatorial optimization problems such as integer factorization because of its fast search ability. However, implementing P-bits with traditional complementary metal-oxide-semiconductor (CMOS) technology usually needs external noise for randomness, which complicates fabrication and system integration. To overcome these challenges, we have proposed a VO<sub>2</sub>-based P-bit device where synergistic multi-physical field modulation (electric, thermal, optical) enables real-time tunability of randomness-an obvious advance beyond previous P-bits, which rely primarily on single-field control. This P-bit provides excellent durability and inherent randomness, with output probability that can be adjusted via multi-physical field modulation. Besides introducing a new phase-change material-based device approach for high-performance P-bits, this study also demonstrates a synergistic multi-physical field modulation strategy that opens new opportunities for neuromorphic device applications.

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Publication Details

Journal
Advanced Science
Published
2026-02-16
DOI
https://doi.org/10.1002/advs.202524248
Primary Topic
Transition Metal Oxide Nanomaterials
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi‐Physical Field Modulated P‐Bit Device Based on VO 2 Thin Film

Chang Li, Jinglin Zhu, Bowen Sun, Zhihan Lin et al.
Advanced Science
Transition Metal Oxide Nanomaterials
article

Multi‐Physical Field Modulated P‐Bit Device Based on VO 2 Thin Film

Chang Li, Jinglin Zhu, Bowen Sun, Zhihan Lin, Chongwen Zou, Xiaokun Huo, Meiling Liu, Yingxue Chen, Chang Wang, Ting Zhou, Jianjun Li
article en

Abstract

Probabilistic computation using probability bits (P-bits) is highly effective for combinatorial optimization problems such as integer factorization because of its fast search ability. However, implementing P-bits with traditional complementary metal-oxide-semiconductor (CMOS) technology usually needs external noise for randomness, which complicates fabrication and system integration. To overcome these challenges, we have proposed a VO<sub>2</sub>-based P-bit device where synergistic multi-physical field modulation (electric, thermal, optical) enables real-time tunability of randomness-an obvious advance beyond previous P-bits, which rely primarily on single-field control. This P-bit provides excellent durability and inherent randomness, with output probability that can be adjusted via multi-physical field modulation. Besides introducing a new phase-change material-based device approach for high-performance P-bits, this study also demonstrates a synergistic multi-physical field modulation strategy that opens new opportunities for neuromorphic device applications.

Advanced Science
National Synchrotron Radiation Laboratory (CN)
National Natural Science Foundation of China, University of Science and Technology of China, National Synchrotron Radiation Laboratory, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 54%
Transition Metal Oxide Nanomaterials
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