97 citations
- The University of TokyoJP10 papers
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Showing 2008Show all
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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)…
nlin.CD2008
Learning to imitate stochastic time series in a compositional way by chaos
Jun Namikawa, Jun Tani
This study shows that a mixture of RNN experts model can acquire the ability to generate sequences combining multiple primitive patterns by means of self-organizing chaos. By train…