Researchers propose a time-domain quadratic convolutional filter (QCNN) with a novel initialization strategy.

Researchers integrate quadratic neural networks to enhance fault detection, optimizing industrial applications with advanced polynomial neuron models.

Quadratic networks outperform conventional networks in extracting cyclic frequency features from noisy signals.