METHODS AND APPARATUS TO TRAIN AN ARTIFICIAL INTELLIGENCE-BASED MODEL

Methods, apparatus, systems, and articles of manufacture to train an artificial intelligence-based model are disclosed. An example apparatus includes memory; computer readable instructions; and processor circuitry to execute the computer readable instructions to: generate a location value for a neuron in an AI-based model; adjust a characteristic a sinusoidal signal based on a misclassification output by the AI-based model; determine that a trajectory of the sinusoidal signal is within a threshold distance of the location value; adjust the location value in response to the trajectory being within the threshold distance; and adjust a weight that corresponds to the neuron based on the adjusted location value.