Semiconductor technology specific adaptive neural network

An apparatus comprising:

• means for adaptively pruning an adaptive neural network to generate a pruned adaptive neural network;
• means for ingesting a plurality of model parameters used for an activation function of the pruned adaptive neural network;
• means for selecting one of the plurality of model parameters based on an operational mode;
• and
• means for determining a predictive operational point for a power management integrated circuit (PMIC) using the pruned adaptive neural network and the one of the plurality of model parameters.

A method comprising:

• generating an adaptive neural network;
• ingesting a plurality of technology-specific model parameters used for an activation function of the adaptive neural network;
• selecting one of the plurality of technology-specific model parameters based on an operational mode;
• and
• determining a predictive operational point for a power management integrated circuit (PMIC) using the adaptive neural network and the one of the plurality of technology-specific model parameters.