Abstract: As a class of exact Bayesian filtering algorithms for non-linear/non-Gaussian recursive estimation of dynamic stochastic systems which can randomly switch on and off, the Bernoulli filter ...

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Motivation To date, a candidate unified theory of the higher brain functions has been proposed [1], and such functions are hypothesized to be explained using machine-learning-like algorithms. However, ...