United Services Automobile Association (usaa)

Ben Hawkins

Brandon Scott Kotara

Gunjan Chandraprakash Vijayvergia

Adrian Borunda

Cale Riley Spratt

Richard Tanner

Quincy Nanaasare Obeng

Jon Eric Weissenburger

The present technology provides a system that enables a user to communicate with one of multiple devices in a network based on context information from another device in the network. The system includes a context manager configured to (1) receive context information from the multiple devices; (2) identify a subject-of-interest based on a user input; (3) determine a set of relevant context information based on the subject-of-interest and the received context information; and (4) transmitting the set of relevant context information to a target device to perform a task associated with the subject-of-interest. The context information managed by the present technology enables a user to conveniently interact with the multiple devices in the network without requiring the user to provide details of his/her instructions.

Context management for multiple devices

Embodiments described herein disclose methods and systems for using more than one Recurrent Neural Network (RNN) to analyze a user input and to predict a request being made by the user as the user is inputting the request. In an embodiment, a first RNN and a second RNN can simultaneously or near simultaneously process the user requested information by separating and analyzing the characters and words in the user's request. A third RNN can process the output vectors generated by the first and second RNNs to identify one or more solutions that predict the user's request.

Recurrent neural networks to predict user requests

Growing community of inventors

Plano, TX, United States of America

Ben Hawkins