公开(公告)号：US20220138613A1

公开(公告)日：2022-05-05

申请号：US17084508

申请日：2020-10-29

Applicant: QUALCOMM Incorporated

Inventor： Uttkarsh WARDHAN ,  Vishal GHORPADE ,  Sanku MUKHERJEE ,  Madan KRISHNAPPA ,  Pankhuri AGARWAL ,  Sanath Sreekanta BANGALORE ,  Santanu PATTANAYAK

IPC: G06N20/00

Abstract: A method performed by a machine learning system includes generating a set of reward values based on a set of parameter values selected by a machine learning system, each reward value of the set of reward values corresponding to a parameter value of the set of parameter values programmed at a device. The method also includes determining a reward function for maximizing a reward corresponding to a set of parameters of the device based on the set of reward values. The method further includes tuning a parameter of the set of parameters based on the reward function.

公开(公告)号：US20230267096A1

公开(公告)日：2023-08-24

申请号：US18041168

申请日：2021-04-23

Applicant: QUALCOMM INCORPORATED

Inventor： Uttkarsh WARDHAN ,  Vishal GHORPADE ,  Sanku MUKHERJEE ,  Madan KRISHNAPPA ,  Sanath Sreekana BANGALORE ,  Pankhuri AGARWAL ,  Santanu PATTANAYAK

IPC: G06F15/78

CPC classification number: G06F15/781 ,  G06F15/7814

Abstract: The reliability of a data communication link may be analyzed and otherwise maintained by collecting a two-dimensional array representing a functional data eye, and using a convolutional neural network to determine a score of the functional data eye. The determined score may be compared with a threshold, and an action may be initiated based on the result of the comparison.