68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.dis-nn2014★ 68 cited
Origin of the computational hardness for learning with binary synapses
Haiping Huang, Yoshiyuki Kabashima
Supervised learning in a binary perceptron is able to classify an extensive number of random patterns by a proper assignment of binary synaptic weights. However, to find such assig…
cond-mat.stat-mech2014★ 4 cited
Code optimization, frozen glassy phase and improved decoding algorithms for low-density parity-check codes
Haiping Huang
The statistical physics properties of low-density parity-check codes for the binary symmetric channel are investigated as a spin glass problem with multi-spin interactions and quen…