Hi Matt, 
   
  Definitely great real-life data to try and I found some datasets online to 
work with before the Hackathon (not sure but I don't recall any home automation 
at 1st one ?) - again multichannel and spanning months. Just hoping somebody 
else tried with different parameters and results. This reminds me of Nest 
thermostat (and now smoke alarms), but I'm sure they don't use CLAs :-)

  Do you guys think a Grok-like region (1 layer, 2048x32) is enough for home 
automation?

  As for card tx-ns - some places still use rule-based engines and/or human 
monitoring, and maybe the field is ripe for the CLA's application.

Azat
Btw: one of the next topics at the hackathon is NLP by which something similar 
to CEPT's work is meant ? Anyone have info on how they get their SDRs for words 
?

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