Engineering Applications of Artificial Intelligence
A computationally efficient surrogate-activated spiking neural network (SSNet) for electricity theft detection (ETD) that employs leaky integrate-and-fire neurons with surrogate gradients to capture temporal patterns in discrete EC measurements while substantially reducing computational overhead compared with conventio...