167 citations · 643 across the 22 of their papers we have counts for
Showing 2017Show all
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stat.ML2017★ 100 cited
Biologically inspired protection of deep networks from adversarial attacks
Aran Nayebi, Surya Ganguli
Inspired by biophysical principles underlying nonlinear dendritic computation in neural circuits, we develop a scheme to train deep neural networks to make them robust to adversari…
q-bio.NC2017★ 167 cited
Deep Learning Models of the Retinal Response to Natural Scenes
Lane T. McIntosh, Niru Maheswaranathan, Aran Nayebi +2
A central challenge in neuroscience is to understand neural computations and circuit mechanisms that underlie the encoding of ethologically relevant, natural stimuli. In multilayer…