48 citations · 175 across the 26 of their papers we have counts for
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cs.IT2017
Additivity of Information in Multilayer Networks via Additive Gaussian Noise Transforms
Galen Reeves
Multilayer (or deep) networks are powerful probabilistic models based on multiple stages of a linear transform followed by a non-linear (possibly random) function. In general, the…
cs.IT2017
Two-Moment Inequalities for Rényi Entropy and Mutual Information
Galen Reeves
This paper explores some applications of a two-moment inequality for the integral of the -th power of a function, where . The first contribution is an upper bound on t…
cs.IT2017★ 2 cited
Information-Theoretic Analysis of Refractory Effects in the P300 Speller
Vaishakhi Mayya, Boyla Mainsah, Galen Reeves
The P300 speller is a brain-computer interface that enables people with neuromuscular disorders to communicate based on eliciting event-related potentials (ERP) in electroencephalo…