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cs.NE2022
Introducing topography in convolutional neural networks
Maxime Poli, Emmanuel Dupoux, Rachid Riad
Parts of the brain that carry sensory tasks are organized topographically: nearby neurons are responsive to the same properties of input signals. Thus, in this work, inspired by th…
cs.LG2022★ 5 cited
Learning strides in convolutional neural networks
Rachid Riad, Olivier Teboul, David Grangier +1
Convolutional neural networks typically contain several downsampling operators, such as strided convolutions or pooling layers, that progressively reduce the resolution of intermed…