Bayesian retrieval in associative memories with storage errors
نویسندگان
چکیده
منابع مشابه
Bayesian retrieval in associative memories with storage errors
It is well known that for finite-sized networks, onestep retrieval in the autoassociative Willshaw net is a suboptimal way to extract the information stored in the synapses. Iterative retrieval strategies are much better, but have hitherto only had heuristic justification. We show how they emerge naturally from considerations of probabilistic inference under conditions of noisy and partial inpu...
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متن کاملModeling storage and retrieval of memories in the brain
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ژورنال
عنوان ژورنال: IEEE Transactions on Neural Networks
سال: 1998
ISSN: 1045-9227
DOI: 10.1109/72.701183