公开(公告)号：US12045737B2

公开(公告)日：2024-07-23

申请号：US16947130

申请日：2020-07-20

Applicant: The MathWorks, Inc.

Inventor： Thomas A. Bryan ,  Jenna L Warren

IPC: G06N5/04 ,  G06F30/20 ,  G06N20/00

CPC classification number: G06N5/04 ,  G06F30/20 ,  G06N20/00

Abstract: Systems and methods as disclosed for selecting parameters for use by a system. The parameters can describe a behavior of the system, which can be represented by a model having an input and an output. The model can include an operation representable by a matrix. The parameters can include the input and output ranges of the operation, the dimensions of the matrix, a noise value for the system, and an overflow probability. A design environment can be configured to determine values or ranges of values for one or more of the parameters based on values or ranges of values of the remaining parameters. In some embodiments, the design environment can select, recommend, or validate a choice of datatype, minimum system noise, or the dimensions of the matrix. The model can be used to generate code, which can be used to configure the system to perform the operation.