中国半导体行业协会封装分会会刊

中国电子学会电子制造与封装技术分会会刊

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• 产品与应用 •    下一篇

生成式人工智能在集成电路领域的应用研究进展

陈昊1, 2, 蔡树军1, 2   

  1. 1.集成电路与微系统全国重点实验室,江苏 无锡  214000;2.中国电子科技集团公司第五十八研究所,江苏 无锡  214035
  • 收稿日期:2025-11-01 修回日期:2025-12-02 出版日期:2025-12-03 发布日期:2025-12-03
  • 通讯作者: 陈昊
  • 基金资助:
    中国工程院科技战略咨询项目(2025-HZ-23-02)

Research Progress on the Applications of Generative Artificial Intelligence in the Field of Integrated Circuits

CHEN Hao1, 2, CAI Shujun1, 2   

  1. 1. National Key Laboratory of Integrated Circuits and Microsystems, Wuxi 214000, China;2. The 58th Institute of China Electronics Technology Group Corporation, Wuxi 214035, China
  • Received:2025-11-01 Revised:2025-12-02 Online:2025-12-03 Published:2025-12-03

摘要: 生成式人工智能及其延伸的代理式人工智能,正在驱动新一轮、全方位的科技与产业变革,恰逢集成电路领域正面临着后摩尔时代的诸多技术挑战与发展瓶颈。在算法、数据和算力三大要素方面,生成式人工智能具有不同于其他人工智能类别的相关核心特征。生成式人工智能正在应用于集成电路领域,涵盖“设计敏捷化”与“制造数字孪生化”两大主要环节的新范式转变,以及EDA、IP核与芯粒、设备、材料等辅助环节的革新。AI4Chip技术路径,有望成为在后摩尔时代接续推动集成电路高速发展的关键推动力。

关键词: 人工智能, 集成电路, 生成式AI, 后摩尔, AI4Chip, 敏捷设计, 数字孪生

Abstract: Generative artificial intelligence (GenAI), along with its extension, Agentic AI, is driving a new, comprehensive technological and industrial transformation, coinciding with the integrated circuit (IC) industry facing many technical challenges and developmental bottlenecks in the post-Moore era. In terms of the three key elements—algorithm, data, and computing power—GenAI exhibits distinctive core characteristics which are different from other AI categories. GenAI is being applied in the IC field, encompassing paradigm shifts in two major domains—agilization of design and digital-twin of manufacturing—as well as innovations in auxiliary segments including EDA, IP cores, chiplets, equipment, and materials. The technological pathway—AI4Chip—is expected to be a critical driving force for sustaining the rapid development of IC in the post-Moore era.

Key words:

artificial intelligence, integrated circuits, generative AI, Post-Moore, AI4Chip, agile design, digital twin