68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.stat-mech2015★ 15 cited
Effects of hidden nodes on network structure inference
Haiping Huang
Effects of hidden nodes on inference quality of observed network structure are explored based on a disordered Ising model with hidden nodes. We first study analytically small syste…
cond-mat.stat-mech2015★ 7 cited
Structure of attractors in randomly connected networks
Taro Toyoizumi, Haiping Huang
The deterministic dynamics of randomly connected neural networks are studied, where a state of binary neurons evolves according to a discreet-time synchronous update rule. We give…
cond-mat.stat-mech2015★ 35 cited
Advanced Mean Field Theory of Restricted Boltzmann Machine
Haiping Huang, Taro Toyoizumi
Learning in restricted Boltzmann machine is typically hard due to the computation of gradients of log-likelihood function. To describe the network state statistics of the restricte…