Qualcomm Incorporated

Uttkarsh Wardhan

Madan Krishnappa

Sanku Mukherjee

Santanu Pattanayak

Vishal Ghorpade

Pankhuri Agarwal

Sanath Sreekanta

Sanath Sreekanta Bangalore

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.

Reinforcement learning based scheme for tuning memory interfaces

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.

Data link stability detection using computer vision-based data eye analysis

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Bengaluru, India

Uttkarsh Wardhan