97 citations
- Yokohama National UniversityJP7 papers
- Hiroshima City UniversityJP3 papers
- Japan Science and Technology AgencyJP2 papers
- Kwansei Gakuin UniversityJP2 papers
- RIKENJP2 papers
- The University of TokyoJP2 papers
- Yamaguchi UniversityJP2 papers
- Hitachi (Japan)JP1 paper
- Ibaraki UniversityJP1 paper
- Indian Statistical InstituteIN1 paper
- Institute of Problems of Mechanical EngineeringRU1 paper
- Kobe City College of TechnologyJP1 paper
4 papers · 1 filter
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)…
Generating functional analysis of CDMA detection dynamics
Kazushi Mimura, Masato Okada
We investigate the detection dynamics of the parallel interference canceller (PIC) for code-division multiple-access (CDMA) multiuser detection, applied to a randomly spread, fully…
Subcritical behavior in the alternating supercritical Domany-Kinzel dynamics
Naoki Masuda, Norio Konno
Cellular automata are widely used to model real-world dynamics. We show using the Domany-Kinzel probabilistic cellular automata that alternating two supercritical dynamics can resu…
Return times of random walk on generalized random graphs
Naoki Masuda, Norio Konno
Random walks are used for modeling various dynamics in, for example, physical, biological, and social contexts. Furthermore, their characteristics provide us with useful informatio…