CPC G06F 3/0418 (2013.01) [G06F 3/04166 (2019.05); G06N 3/044 (2023.01); G06N 3/084 (2013.01)] | 20 Claims |
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.
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