353 citations
- The University of TokyoJP41 papers
- Hanyang UniversityKR32 papers
- Kōchi UniversityJP32 papers
- University of UtahUS32 papers
- Yonsei UniversityKR32 papers
- High Energy Accelerator Research OrganizationJP31 papers
- Kanagawa UniversityJP31 papers
- Tokyo City UniversityJP31 papers
- Tokyo Institute of TechnologyJP31 papers
- Université Libre de BruxellesBE31 papers
- Institute for Nuclear ResearchRU30 papers
- Institute of Particle and Nuclear Studies30 papers
4 papers · 1 filter
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…
Typical Performance of Irregular Low-Density Generator-Matrix Codes for Lossy Compression
Kazushi Mimura
We evaluate typical performance of irregular low-density generator-matrix (LDGM) codes, which is defined by sparse matrices with arbitrary irregular bit degree distribution and arb…
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)…
and mesons at finite temperature and density in the NJL model with dimensional regularization
T. Inagaki, D. Kimura, A. Kvinikhidze
Dynamical Symmetry breaking and meson masses are studied in the Nambu-Jona-Lasinio (NJL) model at finite temperature and chemical potential using the dimensional regularization. Si…