Phase transitions in Restricted Boltzmann Machines with generic priors

9 Dec 2016Adriano BarraGiuseppe GenovesePeter SollichDaniele Tantari

We study Generalised Restricted Boltzmann Machines with generic priors for units and weights, interpolating between Boolean and Gaussian variables. We present a complete analysis of the replica symmetric phase diagram of these systems, which can be regarded as Generalised Hopfield models... (read more)

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