141 citations · 1.7k across the 117 of their papers we have counts for
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cond-mat.dis-nn2007★ 29 cited
Perceptron capacity revisited: classification ability for correlated patterns
Takashi Shinzato, Yoshiyuki Kabashima
In this paper, we address the problem of how many randomly labeled patterns can be correctly classified by a single-layer perceptron when the patterns are correlated with each othe…
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…