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|    Message 558 of 1,954    |
|    intrest86 to All    |
|    RNNs and LSTMs for Noisy Substring Match    |
|    17 Jan 05 01:55:25    |
      From: intrest86@hotmail.com              Hello everyone,              If this isn't the appropriate Newsgroup for this post, just let me       know.              Basically I am looking for a way to feed in a long string of symbols,       and then feed in another shorter string of symbols and check if the       second string is a substring of the first. However, the second string       would be noisy. In the end, I am really just looking for a confidence       value of how likely there is a match.              I'm not sure if this is possible with RNNs or LSTMs. I am thinking       that it just is impossible for classical RNNs since there could be a       long time lag between feeding in the match of the substring in the       first string, and feeding in the actual substring. That is why I am       looking more at LSTMs because of their ability to store information for       a longer period of time without it decaying away.              But is it even possible? The first string could be of significant       size, and it doesn't seem like there is anyway it could solve the       problem without somehow storing ALL of the large string, which would       mean an arbitrarily large number of memory cells. On the other hand,       I'm only looking for a probability, so if an NN can give a reasonable       probability, then that would still be success.              Ok, I am rambling. Basically, I am new to NNs and am trying to get a       feel for their applicability. I know that they can do pattern       matching, but how about subpatterns?              [ comp.ai is moderated. To submit, just post and be patient, or if ]       [ that fails mail your article to |
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