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Error-correcting codes and image restoration with multiple stages of dynamics

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arxiv cond-mat/0003098 v1 pith:W2UNDW5O submitted 2000-03-07 cond-mat.dis-nn cond-mat.stat-mech

Error-correcting codes and image restoration with multiple stages of dynamics

K. Y. Michael Wong , Hidetoshi Nishimori This is my paper
classification cond-mat.dis-nn cond-mat.stat-mech
keywords codesdynamicserror-correctingimagemultiplerestorationstagesadvantage
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We consider the problems of error-correcting codes and image restoration with multiple stages of dynamics. Information extracted from the former stage can be used selectively to improve the performance of the latter one. Analytic results were derived for the mean-field systems using the cavity method. We find that it has the advantage of being tolerant to uncertainties in hyperparameter estimation, as confirmed by simulations.

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