A method of limiting performance loss of CNNs in noisy environments

James R. Geraci, Parichay Kapoor

Convolutional Neural Network (CNN) recognition rates drop in the presence of noise. We demonstrate a novel method of counteracting this drop in recognition rate by adjusting the bi…