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SP adaptSynapses: Experiment with discouraging shared inputs #576

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subutai opened this issue Jul 20, 2016 · 0 comments
Open

SP adaptSynapses: Experiment with discouraging shared inputs #576

subutai opened this issue Jul 20, 2016 · 0 comments

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@subutai
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subutai commented Jul 20, 2016

Clone of (now closed) NuPIC issue numenta/nupic-legacy#894

As per numenta/nupic-legacy#892, might be worth experimenting with the following approach:

"Permanence values for shared inputs, which are input bits that are turned on and connected to more than one active column, are decreased in order to discourage multiple columns from learning the same input pattern."

Subutai: "For reference it was implemented in FDRCSPatial2.py as the parameter synPermActiveSharedDec. I don't know that we ever proved it was useful."

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