Mitchell A. Thornton

Learnable Statistical Moments Pooling for Automatic Modulation Classification

We introduce a differentiable statistical moment aggregation layer, enabling networks to learn the optimal method of statistical moment pooling for automatic modulation classification. Statistical pooling, a cornerstone of convolutional networks, consolidates activations into fixed-length representa…