11 citations · 23 across the 4 of their papers we have counts for
4 papers
Error correcting code using tree-like multilayer perceptron
Florent Cousseau, Kazushi Mimura, Masato Okada
An error correcting code using a tree-like multilayer perceptron is proposed. An original message $\mbi{s}^0$ is encoded into a codeword $\boldmath{y}_0$ using a tree-like committe…
Statistical mechanics of lossy compression for non-monotonic multilayer perceptrons
Florent Cousseau, Kazushi Mimura, Toshiaki Omori +1
A lossy data compression scheme for uniformly biased Boolean messages is investigated via statistical mechanics techniques. We utilize tree-like committee machine (committee tree)…
Analysis of Bidirectional Associative Memory using SCSNA and Statistical Neurodynamics
Hayaru Shouno, Shoji Kido, Masato Okada
Bidirectional associative memory (BAM) is a kind of an artificial neural network used to memorize and retrieve heterogeneous pattern pairs. Many efforts have been made to improve B…
Acceleration effect caused by the Onsager reaction term in a frustrated coupled oscillator system
Toru Aonishi, Masato Okada
The role of the Onsager reaction term (ORT) is not yet well understood in frustrated coupled oscillator systems, since the Thouless-Anderson-Palmer (TAP) and replica methods cannot…