Computational models of belief propagation

In this thesis we aim to gain better understanding on the working of the belief propagation algorithm designed for graphical models in other computational frameworks like the neural systems, as well as the error associated with loopy belief propagation in Bayesian networks. In the first part, we exa...

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Bibliographic Details
Main Author: Ng, Khin Hua
Other Authors: Gillies, Duncan
Published: Imperial College London 2015
Subjects:
004
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.733076