Non-linear Convolution Filters for CNN-Based Learning

Abstract

During the last years, Convolutional Neural Networks (CNNs) have achieved state-of-the-art performance in image classification. Their architectures have largely drawn inspiration by models of the primate visual system. However, while recent research results of neuroscience prove the existence of non-linear operations in the response of complex visual cells… (More)
DOI: 10.1109/ICCV.2017.510

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