Search Results - biyi fang

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Nest DNN, a Pruning-and-Recovery Paradigm for Deep Neural Networks

Executive SummaryNeural networks are employed ubiquitously in our lives today. Found in applications such as video games, face identification, autonomous vehicles navigation, and medical diagnostic tools, these algorithms require a hefty amount of computer resources. In instances where resource demand is greater than availability, accuracy and comp...
Published: 8/14/2018   |   Inventor(s): Mi Zhang, Biyi Fang, Xiao Zeng
Keywords(s):   Category(s): Computer Software, Data Processing/Analysis, Informatics

An Intelligent Home-Based Sensing System for Indoor Air Quality Analytics

Executive SummaryAirSense provides homeowners with a tool to monitor and mitigate indoor air pollutants. This intelligent indoor air quality (IAQ) monitoring and analytics system works with air quality sensors to automatically detect pollution, identify its sources, determine its risk level and provide actionable suggestions to improve air quality....
Published: 11/8/2017   |   Inventor(s): Mi Zhang, Biyi Fang, Taiwoo Park, Qiumin Xu
Keywords(s):   Category(s): Computer Software, Communication, Computer Hardware

DeepASL: A Wearable System for Unobtrusive End-to-End American Sign Language Translation

Executive SummaryThere is a large community of Americans (roughly one million persons in the US) with vocal communication disabilities, who would benefit from technology to improve non-verbal communication. MSU researchers have developed an unobtrusive hands-free device capable of tracking hand motion and provides sentence level translation in real...
Published: 11/8/2017   |   Inventor(s): Mi Zhang, Biyi Fang, Jillian Co
Keywords(s):   Category(s): Computer Software, Communication

Radio-based Sensing for Untethered Activity and Vital Sign Monitoring

Executive SummaryA novel radio-based modality improves the quality of information from wearable monitors while maintaining user privacy. This new technology captures accurate full body motion and respiration with a contact free approach. Description of TechnologyCurrent wearable monitors have three main drawbacks: IMUs can not provide full body mo...
Published: 8/30/2017   |   Inventor(s): Mi Zhang, Biyi Fang, Nicholas Lane, Fahim Kawsar, Aidan Boran
Keywords(s):   Category(s): Telecommunications and Internet, Communication

A Wearable System for Sensing of Head and Mouth Activities

Executive SummaryMany health issues related to obesity stem from poor eating and swallowing habits. Patients often report incorrect or misleading information about their eating habits to their doctor. A new technology developed by MSU inventors allows for the continuous unbiased monitoring of eating and swallowing health. Description of Technology...
Published: 7/6/2016   |   Inventor(s): Mi Zhang, Biyi Fang, Fahim Kawsar, Nicholas Lane
Keywords(s):   Category(s): Data Processing/Analysis, Devices, Test and Measurement