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pro vyhledávání: '"Joshua Detwiler"'
Autor:
Paolo Fermin, Emily Altland, Joshua Detwiler, Lauren J. Wong, William C. Headley, Abdelrahman Said Abdalla, Nathan Moeliono, Julia Mahon Kuzin, Alan J. Michaels
Publikováno v:
ISNCC
Recent work has quantified the degradations that occur in convolutional neural nets (CNN) deployed in harsh environments like space-based image or radio frequency (RF) processing applications. Such degradations yield a robust correlation and causalit
Autor:
Thomas Maher, Julia Mahon Kuzin, Emily Altland, Tiffany Ma, William C. Headley, Ali Mohammadian, Paolo Fermin, Alan J. Michaels, Jonathan Castellanos, Conor Kelly, Abdelrahman Said Abdalla, Casey Latoski, Joshua Detwiler, Raquel Ferra
Publikováno v:
2019 IEEE Cognitive Communications for Aerospace Applications Workshop (CCAAW).
Advances in machine learning applications for image processing, natural language processing, and direct ingestion of radio frequency signals continue to accelerate. Less attention, however, has been paid to the resilience of these machine learning al