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The U.S. Patent and Trademark Office has issued SRC Inc. and inventor Sean O’Hara a patent for “Data Management and Bootstrapping Processing for Machine Learning and Classification Development,” a process for data augmentation and large-scale scenario generation of complex electromagnetic spectrum environments.
O’Hara, director of artificial intelligence and machine learning at SRC, serves as chief solution architect and strategist for the development and integration of advanced machine intelligence technologies into SRC products and services. The system works by preparing a raw signal set from the labeled data and separately processing it for any electromagnetic environment and interference signals, as well as for a primary signal, by applying the real electromagnetic environment data. The processed signals are then summed to generate a second data set that is larger than the first data set. This enables the training of deep neural network models and artificial intelligence agents operating in the EMS.
O’Hara is recognized as a fellow at SRC. He holds both a bachelor’s and master’s degree in electronics and communication engineering from Syracuse University.
SRC Inc. is a nonprofit research and development company established in 1957 that employs more than 1,500 engineers, scientists and professionals.
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