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Fast LFD Flows With Pattern Matching And Machine Learning Can Deliver Higher-Yielding Designs Faster


By Wael ElManhawy and Joe Kwan A lithographic (litho) hotspot is a defect on a wafer that is created during manufacturing by a combination of systematic process variation and resolution enhancement technology (RET) limitations. Litho hotspots typically represent severe yield detractors, so detecting and eliminating potential litho hotspots prior to manufacturing is crucial to achieving a com... » read more

Pattern Matching In Test And Yield Analysis


By Jonathan Muirhead and Geir Eide It’s no secret that a successful yield ramp directly impacts integrated circuit (IC) product cost and time-to-market. Tools and techniques that help companies ramp to volume faster, while also reducing process and design variability, can be the difference between profit and loss in a competitive market. And while pattern matching technology has been aroun... » read more

Déjà Vu For CMP Modeling?


One definition of design for manufacturing (DFM) is providing knowledge about the impact of the manufacturing process on a design layout to the designers, so they can use that information to improve the robustness, reliability, or yield of their design before tapeout. Essentially, DFM is about designers taking ownership of the full “lifecycle” of a design, and going beyond the required desi... » read more