48 citations · 124 across the 12 of their papers we have counts for
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cs.IT2011★ 8 cited
On the Information Loss in Memoryless Systems: The Multivariate Case
Bernhard C. Geiger, Gernot Kubin
In this work we give a concise definition of information loss from a system-theoretic point of view. Based on this definition, we analyze the information loss in static input-outpu…
cs.IT2011★ 10 cited
Some Results on the Information Loss in Dynamical Systems
Bernhard C. Geiger, Gernot Kubin
In this work we investigate the information loss in (nonlinear) dynamical input-output systems and provide some general results. In particular, we present an upper bound on the inf…
cs.IT2011★ 11 cited
Information Loss in Static Nonlinearities
Bernhard C. Geiger, Christian Feldbauer, Gernot Kubin
In this work, conditional entropy is used to quantify the information loss induced by passing a continuous random variable through a memoryless nonlinear input-output system. We de…