2 papers
cs.CV2025
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…
cs.CV2025
Higher-Order Convolution Improves Neural Predictivity in the Retina
Simone Azeglio, Victor Calbiague Garcia, Guilhem Glaziou +3
We present a novel approach to neural response prediction that incorporates higher-order operations directly within convolutional neural networks (CNNs). Our model extends traditio…