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most citedParallel dynamics of disordered Ising spin systems on finitely connected directed random graphs with arbitrary degree distributions

31 citations · 92 across the 8 of their papers we have counts for

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cond-mat.dis-nn2008★ 6 cited

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…

cond-mat.stat-mech2008★ 11 cited

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)…