3 citations · 4 across the 4 of their papers we have counts for
5 papers
Fundamental Limits of Multiple Sequence Reconstruction from Substrings
Kel Levick, Ilan Shomorony
The problem of reconstructing a sequence from the set of its length- substrings has received considerable attention due to its various applications in genomics. We study an unco…
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes
Kel Levick, Reinhard Heckel, Ilan Shomorony
Due to the redundant nature of DNA synthesis and sequencing technologies, a basic model for a DNA storage system is a multi-draw "shuffling-sampling" channel. In this model, a rand…
The Twelvefold Way of Non-Sequential Lossless Compression
Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen +27
Many information sources are not just sequences of distinguishable symbols but rather have invariances governed by alternative counting paradigms such as permutations, combinations…
A Neural Network Detector for Spectrum Sensing under Uncertainties
Ziyu Ye, Qihang Peng, Kelly Levick +4
Spectrum sensing is of critical importance in any cognitive radio system. When the primary user's signal has uncertain parameters, the likelihood ratio test, which is the theoretic…
Comparison of Neural Network Architectures for Spectrum Sensing
Ziyu Ye, Andrew Gilman, Qihang Peng +3
Different neural network (NN) architectures have different advantages. Convolutional neural networks (CNNs) achieved enormous success in computer vision, while recurrent neural net…