function bnet = dbn_to_bnet(dbn, T) % DBN_TO_BNET Convert a DBN to a static network by unroll for T slices % bnet = dbn_to_bnet(dbn, T) ss = length(dbn.intra); eclass = [dbn.equiv_class(:,1) repmat(dbn.equiv_class(:,2), 1, T-1)]; dnodes = unroll_set(dbn.dnodes_slice, ss, T); ns = repmat(dbn.node_sizes_slice(:), 1, T); dag = unroll_dbn_topology(dbn.intra, dbn.inter, T, dbn.intra1); onodes = unroll_set(dbn.observed(:), ss, T); bnet = mk_bnet(dag, ns(:), 'discrete', dnodes(:), 'equiv_class', eclass(:), 'observed', onodes(:)); bnet.CPD = dbn.CPD;