no code implementations • 27 Nov 2022 • Abbas Termos, Bertrand Hochwald
We show that such a system may be designed with neural networks using a process of aggregation to allow a variable number of sensors during training and testing.
no code implementations • 2 Dec 2020 • Kang Gao, J. Nicholas Laneman, Jonathan Chisum, Ralf Bendlin, Aditya Chopra, Bertrand Hochwald
We show that a quantized large-scale system with unknown parameters and training signals can be analyzed by examining an equivalent system with known parameters by modifying the signal power and noise variance in a prescribed manner.
Quantization Information Theory Information Theory
no code implementations • 2 Dec 2020 • Kang Gao, Bertrand Hochwald
We analyze phase transitions in the conditional entropy of a sequence caused by a change in the conditional variables or input distribution.
One-Shot Learning Information Theory Information Theory