14 citations · 14 across the 1 of their papers we have counts for
2 papers
cond-mat.stat-mech2005★ 14 cited
Statistical mechanics of lossy compression using multilayer perceptrons
Kazushi Mimura, Masato Okada
Statistical mechanics is applied to lossy compression using multilayer perceptrons for unbiased Boolean messages. We utilize a tree-like committee machine (committee tree) and tree…
cond-mat.dis-nn2003★ 17 cited
The path-integral analysis of an associative memory model storing an infinite number of finite limit cycles
Kazushi Mimura, Masaki Kawamura, Masato Okada
It is shown that an exact solution of the transient dynamics of an associative memory model storing an infinite number of limit cycles with l finite steps by means of the path-inte…