Search Results for author: Pamela Cosman

Found 2 papers, 0 papers with code

Comparison of Neural Network Architectures for Spectrum Sensing

no code implementations15 Jul 2019 Ziyu Ye, Andrew Gilman, Qihang Peng, Kelly Levick, Pamela Cosman, Larry Milstein

Given abundant training data and computational and memory resources, CNN, RNN, and BiRNN are shown to achieve similar performance.

speech-recognition Speech Recognition

A Neural Network Detector for Spectrum Sensing under Uncertainties

no code implementations15 Jul 2019 Ziyu Ye, Qihang Peng, Kelly Levick, Hui Rong, Andrew Gilman, Pamela Cosman, Larry Milstein

The result displays the neural network's potential in exploiting implicit and incomplete knowledge about the signal's structure.

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