PREDICTION OF PROCESS-SENSITIVE GEOMETRIES WITH MACHINE LEARNING

    公开(公告)号:US20180322234A1

    公开(公告)日:2018-11-08

    申请号:US15588984

    申请日:2017-05-08

    Abstract: Methods according to the disclosure include: predicting process-sensitive geometries (PSGs) in a proposed IC layout based on violations of a set of processing constraints for the proposed IC layout, the set of processing constraints being calculated with a predictive model based on a training data repository having a plurality of optical rule check (ORC) simulations for different IC layouts; identifying actual PSGs in a circuit manufactured using the proposed IC layout; determining whether the predicted PSGs correspond to the actual PSGs in the manufactured circuit as being correct; in response to the predicting being incorrect: adjusting the predictive model based on the actual PSGs, wherein the adjusting includes submitting additional ORC data to the training data repository; and flagging the proposed IC layout as incorrectly predicted; and in response to the predicting being correct, flagging the proposed IC layout as correctly predicted.

    INTERCONNECTED INTEGRATED CIRCUIT (IC) CHIP STRUCTURE AND PACKAGING AND METHOD OF FORMING SAME

    公开(公告)号:US20190287879A1

    公开(公告)日:2019-09-19

    申请号:US15921852

    申请日:2018-03-15

    Abstract: An IC chip structure including a plurality of IC chips electrically connected to one another in back-end-of-line (BEOL) interconnect layer of the structure is disclosed. The IC structure may include openings in crack-stop structures surrounding the IC chips and a interconnect wire extending between the IC chips through the openings. A packaging structure for utilizing the IC structure where at least one IC chip is inoperable is also disclosed. The structure may include a first bond pad array on a top surface of a packaging substrate including operable bond pads connected to an operable IC chip and structural support bond pads connected to the inoperable IC chip; a second bond pad array on a bottom surface of the substrate including operable bond pads connected to a single IC chip printed circuit board; and an interconnect structure for connecting the operable bond pads of the first and second bond pad arrays.

    Prediction of process-sensitive geometries with machine learning

    公开(公告)号:US10402524B2

    公开(公告)日:2019-09-03

    申请号:US15588984

    申请日:2017-05-08

    Abstract: Methods according to the disclosure include: predicting process-sensitive geometries (PSGs) in a proposed IC layout based on violations of a set of processing constraints for the proposed IC layout, the set of processing constraints being calculated with a predictive model based on a training data repository having a plurality of optical rule check (ORC) simulations for different IC layouts; identifying actual PSGs in a circuit manufactured using the proposed IC layout; determining whether the predicted PSGs correspond to the actual PSGs in the manufactured circuit as being correct; in response to the predicting being incorrect: adjusting the predictive model based on the actual PSGs, wherein the adjusting includes submitting additional ORC data to the training data repository; and flagging the proposed IC layout as incorrectly predicted; and in response to the predicting being correct, flagging the proposed IC layout as correctly predicted.

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