Automatic Analog IC Sizing and Optimization Constrained with PVT Corners and Layout Effects
暫譯: 自動類比集成電路尺寸調整與優化:考量PVT邊界與佈局效應
Nuno Lourenço
- 出版商: Springer
- 出版日期: 2018-06-12
- 售價: $4,600
- 貴賓價: 9.5 折 $4,370
- 語言: 英文
- 頁數: 212
- 裝訂: Paperback
- ISBN: 3319824856
- ISBN-13: 9783319824857
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商品描述
This book introduces readers to a variety of tools for automatic analog integrated circuit (IC) sizing and optimization. The authors provide a historical perspective on the early methods proposed to tackle automatic analog circuit sizing, with emphasis on the methodologies to size and optimize the circuit, and on the methodologies to estimate the circuit’s performance. The discussion also includes robust circuit design and optimization and the most recent advances in layout-aware analog sizing approaches. The authors describe a methodology for an automatic flow for analog IC design, including details of the inputs and interfaces, multi-objective optimization techniques, and the enhancements made in the base implementation by using machine leaning techniques. The Gradient model is discussed in detail, along with the methods to include layout effects in the circuit sizing. The concepts and algorithms of all the modules are thoroughly described, enabling readers to reproduce the methodologies, improve the quality of their designs, or use them as starting point for a new tool. An extensive set of application examples is included to demonstrate the capabilities and features of the methodologies described.
商品描述(中文翻譯)
本書向讀者介紹各種自動類比集成電路(IC)尺寸調整和優化的工具。作者提供了早期為解決自動類比電路尺寸調整所提出的方法的歷史背景,重點在於尺寸調整和優化電路的方法論,以及估算電路性能的方法論。討論還包括穩健的電路設計和優化,以及最近在考慮佈局的類比尺寸調整方法上的最新進展。作者描述了一種自動化流程的方法論,用於類比IC設計,包括輸入和介面的詳細信息、多目標優化技術,以及通過使用機器學習技術對基礎實現所做的增強。對於梯度模型進行了詳細討論,並介紹了在電路尺寸調整中納入佈局效應的方法。所有模組的概念和算法都得到了徹底描述,使讀者能夠重現這些方法論、提高設計質量,或將其作為新工具的起點。書中還包含了一組廣泛的應用範例,以展示所描述方法論的能力和特性。