Search Results - xiao+zeng

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IMPLEMENTING FLEXIBLE, CONTENT-ADAPTIVE DEEP LEARNING NEURAL NETWORKS
VAlue proposition The value of this technology lies in its ability to create input-adaptive neural networks that dynamically adjust their computational complexity based on the characteristics of input data, such as video frames, while maintaining high accuracy. This adaptability allows for significant reductions in computational demand and power consumption,...
Published: 6/25/2026   |   Updated: 6/25/2026   |   Inventor(s): Mi Zhang, Biyi Fang, Xiao Zeng, Shawn (Shen) Yan
Keywords(s):  
Category(s): Computer Software
Nest DNN, a Pruning-and-Recovery Paradigm for Deep Neural Networks
Executive Summary Neural 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...
Published: 9/15/2025   |   Updated: 8/14/2018   |   Inventor(s): Mi Zhang, Biyi Fang, Xiao Zeng
Keywords(s):  
Category(s): Computer Software, Data Processing/Analysis, Informatics
Mobile Phone App for Real Time Pill Recognition
Executive SummaryThe ability to quickly and reliably be able to identify both prescription and non-prescription medications is not only important for a patient and his caretaker, but also important for pharmacists, nurses, and law enforcement agents. Despite unique FDA-approved identifiers for each pill, distinguishing the differences can be difficult...
Published: 8/20/2022   |   Updated: 4/18/2018   |   Inventor(s): Mi Zhang, Kai Cao, Xiao Zeng
Keywords(s):  
Category(s): Medical, Computer Software, Pharmaceutical
Real-Time Speech Enhancement in Noisy Environments
Executive SummaryThis technology, developed by MSU researchers, allows for a superior hearing aid device when compared to devices that filter audio signals by frequency only. A hearing-impaired individual using this technology will be able to tailor their device to key in on persons they wish to be able to hear with high accuracy and with insignificant...
Published: 2/17/2023   |   Updated: 11/3/2017   |   Inventor(s): Mi Zhang, Kai Cao, Xiao Zeng, Haochen Sun
Keywords(s):  
Category(s): Computer Hardware, Computer Software, Devices