Cypress Semiconductor Corporation

Vikram Kumar Ramanna

Ashutosh Pandey

Kaiping Li

Rakesh Taori

Behnam Dezfouli

Systems, methods, and devices manage associations between wireless devices. Methods include identifying a plurality of wireless devices communicatively coupled to an access point and generating, using one or more processing elements, a plurality of groups of wireless devices based, at least in part, on a plurality of device classification parameters associated with the plurality of wireless devices. Methods further include generating, using the one or more processing elements, a plurality of containers for the plurality of groups of wireless devices based on network configuration information, and implementing, using the one or more processing elements, the plurality of containers in the access point, wherein each of the plurality of groups of wireless devices has at least one associated container.

Systems, methods, and devices for secure management of wireless device associations

Implementations disclosed describe methods and systems to perform the methods of deploying and executing machine learning models on target-specific computational platforms. Optimization techniques include but are not limited to alignment of kernel operations with hardware instructions of a target processing device, reduction of kernel dimensions near boundaries of data, efficient reuse of a small number of memory components during neural network operations, run-time quantization of data and neural network parameters, and other methods.

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San Jose, CA, United States of America

Vikram Kumar Ramanna