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cs.CV2024
Convolution goes higher-order: a biologically inspired mechanism empowers image classification
Simone Azeglio, Olivier Marre, Peter Neri +1
We propose a novel approach to image classification inspired by complex nonlinear biological visual processing, whereby classical convolutional neural networks (CNNs) are equipped…
q-bio.NC2024
Strong, but not weak, noise correlations are beneficial for population coding
Gabriel Mahuas, Thomas Buffet, Olivier Marre +2
Neural correlations play a critical role in sensory information coding. They are of two kinds: signal correlations, when neurons have overlapping sensitivities, and noise correlati…