Patent ID: 11966540
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computing system for enhancing a touch driver operation, comprising:
a touch-sensitive display configured to detect a run-time touch input from a user; and
one or more processors configured to execute instructions using portions of associated memory to implement:
a touch driver of the touch-sensitive display configured to process the run-time touch input based at least in part on a plurality of calibration parameters, and output a touch input event and a plurality of run-time touch input parameters associated with the touch input event, and
an artificial intelligence model configured to:
receive, as input, the run-time touch input parameters; and
responsive to receiving the run-time touch input parameters:
perform cluster analysis on the run-time touch input parameters to determine a cohort of users with which the user is associated;
set calibration parameters for the personalized user touch driver profile according to calibration parameters included in a template profile associated with the determined cohort of users; and
output a personalized user touch driver profile including a plurality of updated calibration parameters for the touch driver.