Power Conversion Regulator Circuit Including a Processing Circuit Configured to Implement an Artificial Neural Network

A power conversion regulator circuit includes: a regulator input configured to be dynamically supplied with a feedback signal representative of an output parameter of a power converter circuit; a regulator output configured to dynamically provide a control signal to the power converter circuit, for making adjustments to the output of the power converter circuit; a processing circuit configured to (a) implement an artificial neural network having a plurality of artificial neurons, wherein the artificial neural network is configured to compute a machine-learning-based (ML-based) error signal, based on at least the feedback signal and a target level for the output parameter, and (b) output a correction signal, based at least in part on the ML-based error signal; and regulator circuitry configured to generate the control signal for outputting via the regulator output, based at least in part on the correction signal.