Browsing Faculty of Graduate Studies Online Theses by Subject "Convolutional neural networks"
Now showing items 1-1 of 1
-
On the Robustness of Quantized Convolutional Neural Networks
(2024-08-21)This thesis studies the performance and robustness of post-training INT8 quantized convolutional neural networks under various perturbation regimes. Perturbations include additive white Gaussian noise (AWGN), spatially ...