Machine Learning Assisted Analog Design Automation
Last Updated Date 2026-04-02
- Course Sorts:114-117 Intellgent Chip and Design Allance ／ Intelligent Design Automation Alliance
- Course Introduction:
- Course Introduction Video:
本課程專為大三、大四與研究生設計，聚焦類比電路自動化設計（Analog EDA）的核心技術與機器學習應用。內容涵蓋自動化設計演算法、機器學習輔助設計流程，以及如何運用轉移學習技術達成高效的製程遷移。透過學界開源工具的專題實作，學生將掌握從規格定義到佈局生成的自動化流程，培養應對現代積體電路設計挑戰的實務與研究能力。
Course Attachments
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Download Times 0 01_Introduction to analog design automation
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Download Times 0 02_ML-assisted analog design automation techniques
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Download Times 0 03_ML-assisted analog design automation techniques
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Download Times 0 04_Overview of open-source analog design automation tools
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