公开(公告)号：US20210390237A1

公开(公告)日：2021-12-16

申请号：US17245253

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Ashish KHANDELWAL ,  Sreenivasan K. KODURI ,  Nikhil GUPTA ,  Timothy W. FISCHER

IPC: G06F30/3308 ,  G06F30/367 ,  G06F30/373 ,  G06N3/08 ,  G06N20/20

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.

公开(公告)号：US20210390233A1

公开(公告)日：2021-12-16

申请号：US17245083

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Ashish KHANDELWAL ,  Nikhil GUPTA ,  Sreenivasan K. KODURI ,  Timothy W. FISCHER

IPC: G06F30/27 ,  G06N3/08 ,  G06F30/392 ,  G06F30/398 ,  G06F30/337

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.

公开(公告)号：US20210390239A1

公开(公告)日：2021-12-16

申请号：US17245057

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Ashish KHANDELWAL ,  Sreenivasan K. KODURI ,  Nikhil GUPTA ,  Timothy W. FISCHER

IPC: G06F30/392 ,  G06N3/08 ,  G06N3/04

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.

公开(公告)号：US20210390234A1

公开(公告)日：2021-12-16

申请号：US17245306

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Nikhil GUPTA ,  Timothy W. FISCHER ,  Ashish KHANDELWAL ,  Sreenivasan K. KODURI

IPC: G06F30/27 ,  G06F30/337 ,  G06K9/62 ,  G06N20/00

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.

公开(公告)号：US20210390243A1

公开(公告)日：2021-12-16

申请号：US17245022

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Timothy W. FISCHER ,  Ashish KHANDELWAL ,  Sreenivasan K. KODURI ,  Nikhil GUPTA

IPC: G06F30/398 ,  G06F30/392

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.

公开(公告)号：US20210390232A1

公开(公告)日：2021-12-16

申请号：US17245000

申请日：2021-04-30

Applicant: TEXAS INSTRUMENTS INCORPORATED

Inventor： Ashish KHANDELWAL ,  Sreenivasan K. KODURI ,  Nikhil GUPTA ,  Timothy W. FISCHER

IPC: G06F30/27 ,  G06N3/08 ,  G06F30/392 ,  G06F30/398

Abstract: A technique for designing circuits including receiving a data object representing a circuit for a first process technology, the circuit including a first sub-circuit, the first sub-circuit including a first electrical component and a second electrical component arranged in a first topology; identifying the first sub-circuit in the data object by comparing the first topology to a stored topology, the stored topology associated with the first process technology; identifying a first set of physical parameter values associated with first electrical component and the second electrical component of the first sub-circuit; determining a set of performance parameter values for the first sub-circuit based on a first machine learning model of the first sub-circuit and the identified set of physical parameters; converting the identified first sub-circuit to a second sub-circuit for the second process technology based on the determined set of performance parameter values; and outputting the second sub-circuit.