55 citations
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Showing 2010Show all
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cond-mat.dis-nn2010
Designing neural networks that process mean values of random variables
Michael J. Barber, John W. Clark
We introduce a class of neural networks derived from probabilistic models in the form of Bayesian networks. By imposing additional assumptions about the nature of the probabilistic…
math.PR2010★ 4 cited
The fractional Poisson measure in infinite dimensions
Maria Joao Oliveira, Habib Ouerdiane, Jose Luis da Silva +1
The Mittag-Leffler function being a natural generalization of the exponential function, an infinite-dimensional version of the fractional Poisson measure would have a charact…