[pdp-discuss] LSTM/RBP

[Dmitry Kit]

Hello everyone,

I have the following problem. I have resource usage trace of a program and
want to see if I can predict the next usage level. The numbers are all
between 0 and 1. I was thinking a recurrent neural net would be ideal for
this situation. Given a current usage pattern give the next pattern as the
output target. What I see however is the net quickly reaching a steady state
where some units are always on and others are always off.

The question is this even a good use of recurrent nets? I know it works with
n inputs activated in a certain pattern (0 or 1). In my case I only have one
input and the activation is fairly close together, although I don't see why
the output settles on a high activation value (1). I don't want to spend too
much time on this if I'm using it incorrectly.

         Best Regards,
                       Dmitry
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