141 citations · 1.7k across the 117 of their papers we have counts for
Showing 2007 · cs.ITShow all
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cs.IT2007★ 41 cited
Inference from correlated patterns: a unified theory for perceptron learning and linear vector channels
Yoshiyuki Kabashima
A framework to analyze inference performance in densely connected single-layer feed-forward networks is developed for situations where a given data set is composed of correlated pa…
cs.IT2007★ 12 cited
Statistical mechanical analysis of the linear vector channel in digital communication
Koujin Takeda, Atsushi Hatabu, Yoshiyuki Kabashima
A statistical mechanical framework to analyze linear vector channel models in digital wireless communication is proposed for a large system. The framework is a generalization of th…