27 citations · 27 across the 2 of their papers we have counts for
3 papers
Untrained physically informed neural network for image reconstruction of magnetic field sources
A. E. E. Dubois, D. A. Broadway, A. Stark +6
Predicting measurement outcomes from an underlying structure often follows directly from fundamental physical principles. However, a fundamental challenge is posed when trying to s…
High-Capacity Complex Convolutional Neural Networks For I/Q Modulation Classification
Jakob Krzyston, Rajib Bhattacharjea, Andrew Stark
I/Q modulation classification is a unique pattern recognition problem as the data for each class varies in quality, quantified by signal to noise ratio (SNR), and has structure in…
Modulation Pattern Detection Using Complex Convolutions in Deep Learning
Jakob Krzyston, Rajib Bhattacharjea, Andrew Stark
Transceivers used for telecommunications transmit and receive specific modulation patterns that are represented as sequences of complex numbers. Classifying modulation patterns is…