180 citations · 1.1k across the 47 of their papers we have counts for
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cond-mat.stat-mech2023
Planted vertex cover problem on regular random graphs and nonmonotonic temperature-dependence in the supercooled region
Xin-Yi Fan, Hai-Jun Zhou
We introduce a planted vertex cover problem on regular random graphs and study it by the cavity method of statistical mechanics. Different from conventional Ising models, the equil…
q-bio.NC2023★ 5 cited
Energy--Information Trade-off Induces Continuous and Discontinuous Phase Transitions in Lateral Predictive Coding
Zhen-Ye Huang, Ruyi Zhou, Miao Huang +1
Lateral predictive coding is a recurrent neural network which creates energy-efficient internal representations by exploiting statistical regularity in sensory inputs. Here we inve…