most citedReplica analysis of the lattice-gas Restricted Boltzmann Machine partition function

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

cond-mat.dis-nn2022★ 1 cited

Replica analysis of the lattice-gas Restricted Boltzmann Machine partition function

David C. Hoyle

We study the expectation value of the logarithm of the partition function of large binary-to-binary lattice-gas Restricted Boltzmann Machines (RBMs) within a replica-symmetric ansa…

physics.soc-ph2016

Statistical mechanics of ontology based annotations

David C. Hoyle, Andrew Brass

We present a statistical mechanical theory of the process of annotating an object with terms selected from an ontology. The term selection process is formulated as an ideal lattice…