April 21, 2023

  • Try to have upgraded ECE streaming data/diagnostic firmware to demo (pre-processing) by August
    • Working on Hopfield with Abi
    • Need quantized integer based output
    • for Larry + JJ: Need (written) direction for trying to convert input to serene module to be integer only
    • How large a training set can be included before exceeding bounds?
  • Stanford not responding to Abi's model (~2 months). Having server issues?
  • Larry submitted ML summary for NIH
  • Cookiebox timeline data taking to start in a ~year. Similar model to fusion
  • Larry finished writing bitware
    • Need to confirm what algorithms are wanted for implementation
    • Want to run camera at ~10kHz initially
    • Will need all 8 lanes in reduced mode for MHz
      • Will need to demonstrate at MHz in ~2 years but should be able to get there sooner
      • Expect to run at 100kHz normally
    • No time sync needed, only streaming
  • Abi gave Cong Wang updated network




Feb, 2023

  • Thread 1: Cookie Box Pre-Processing
    • Current network is well defined
    • Goal to deliver a working model by June or July
    • 15-25% of Christos


  • Thread 2: Cookie Box and Fusion Inference Engine
    • Transformer network based upon Hopfield
    • JJ 75% and Ahbilasha 50%
    • Utilize Maxim L. to help and potential future HLS developer
    • Goal to deliver by end of FY


  • Thread 3: Interface To Stanford
    • Subthread 1: Deploy LeNET style network
    • Subthread 2: Deploy thread 2 network when mature enough (can be sloppy)
    • JJ 25% and Ahbilasha 50%
    • Results on subthread 1 by July.
    • Deliver subthread 2 maybe by end of the year


  • Thread 4: Inverse matrix operation, polynomial fitting
    • Uses SNL layers which have non dynamic weights and biases, allow for optimization
    • Allocation depends on availability of the above.
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