Inferring Convolutional Neural Networks' accuracies from their architectural characterizations

Duc Hoang, Jesse Hamer, Gabriel N. Perdue +3

Convolutional Neural Networks (CNNs) have shown strong promise for analyzing scientific data from many domains including particle imaging detectors. However, the challenge of choos…