Robustness of Biologically-Inspired Filter-Based ConvNet to Signal Perturbation

A Adithya, B Sen Bhattacharya, M Hopkins - International Conference on …, 2023 - Springer
We have studied the effectiveness of a biologically-inspired filter in improving the
performance of the VGG-16 ConvNet when presented with images perturbed by noise and …

Foveal-pit inspired filtering of DVS spike response

STP Gupta, P Linares-Serrano… - 2021 55th Annual …, 2021 - ieeexplore.ieee.org
In this paper, we present results of processing Dynamic Vision Sensor (DVS) recordings of
visual patterns with a retinal model based on foveal-pit inspired Difference of Gaussian …