MACHINE LEARNING BASED LAYOUT NUDGING FOR DESIGN RULE COMPLIANCE

    公开(公告)号:US20230138706A1

    公开(公告)日:2023-05-04

    申请号:US17516476

    申请日:2021-11-01

    Abstract: Embodiments of a system and method for generating integrated circuit layouts are described herein. A computer implemented method for generating integrated circuit layouts includes receiving a first layout for an integrated circuit, segmenting the first layout into a plurality of different patches, each patch of the plurality of patches describing a discrete portion of the first layout, identifying a non-compliant patch of the plurality of patches, the non-compliant patch violating a design rule governing the manufacture of the integrated circuit, generating a transformation of the non-compliant patch using a machine learning model, and generating a second layout using the transformation and the first layout, where the second layout is compliant with the design rule.

    Machine learning based layout nudging for design rule compliance

    公开(公告)号:US11675960B2

    公开(公告)日:2023-06-13

    申请号:US17516476

    申请日:2021-11-01

    CPC classification number: G06F30/398 G06F30/27 G06F30/323

    Abstract: Embodiments of a system and method for generating integrated circuit layouts are described herein. A computer implemented method for generating integrated circuit layouts includes receiving a first layout for an integrated circuit, segmenting the first layout into a plurality of different patches, each patch of the plurality of patches describing a discrete portion of the first layout, identifying a non-compliant patch of the plurality of patches, the non-compliant patch violating a design rule governing the manufacture of the integrated circuit, generating a transformation of the non-compliant patch using a machine learning model, and generating a second layout using the transformation and the first layout, where the second layout is compliant with the design rule.

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