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Function Models - a new approach

  • 1.  Function Models - a new approach

    Posted 5 hours ago

    The function model family includes models of most any type: neural nets, DNNs, transforms, etc. These models learn by modification of the function(s) in the model rather than parametric.

    The result is considerable savings in energy usage, one-shot streaming learning is a natural capability, cost is very low for these models and transparency/audit capabilities increase. Rollbacks are created and logged for any learning so learning can be reversed if needed. Many of these models using Kafka is a great option. 

    See:

    https://zenodo.org/uploads/18056053

    Two documents - one an overview the other is detailed with mathematical justification



    ------------------------------
    John Harby
    CEO
    Autonomic AI, LLC
    Temecula CA
    9513835000
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