A retina gap-junction filter added to DNNs produces a hybrid model whose decision boundary and manifold geometry change over time, yielding higher adversarial robustness than other defenses.
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Retina gap junctions support the robust perception by warping neural representational geometries along the visual hierarchy
A retina gap-junction filter added to DNNs produces a hybrid model whose decision boundary and manifold geometry change over time, yielding higher adversarial robustness than other defenses.