Search Results for author: Latha Pemula

Found 3 papers, 2 papers with code

Radio Transformer Networks: Attention Models for Learning to Synchronize in Wireless Systems

no code implementations3 May 2016 Timothy J. O'Shea, Latha Pemula, Dhruv Batra, T. Charles Clancy

This attention model allows the network to learn a localization network capable of synchronizing and normalizing a radio signal blindly with zero knowledge of the signals structure based on optimization of the network for classification accuracy, sparse representation, and regularization.

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