325 citations · 492 across the 6 of their papers we have counts for
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cond-mat.dis-nn2000★ 7 cited
Beyond storage capacity in a single model neuron: Continuous replica symmetry breaking
G. Gyorgyi, P. Reimann
A single McCulloch-Pitts neuron, that is, the simple perceptron is studied, with focus on the region beyond storage capacity. It is shown that Parisi's hierarchical ansatz for the…
cond-mat.dis-nn1997★ 12 cited
Parisi Phase in a Neuron
G. Györgyi, P. Reimann
Pattern storage by a single neuron is revisited. Generalizing Parisi's framework for spin glasses we obtain a variational free energy functional for the neuron. The solution is dem…