Browsing Systems Design Engineering by Subject "Convolutional Neural Networks"
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Correlated Noise in Deep Convolutional Neural Networks
(University of Waterloo, 2019-08-28)This thesis explores one of the differences between the visual cortex and deep convolutional neural networks, namely, correlated fluctuations of neuron response strength. First, we describe the similarities and differences ... -
Sea Ice SAR Imagery Classification and Regression Based On Convolutional Neural Networks
(University of Waterloo, 2018-08-01)Due to the global warming, there have been signficant reductions in the ice extent and ice thickness in the Arctic and marginal seas. Monitoring these changes in sea ice is very important for human activities including ...