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Taliah Muhammad
Learning from brains how to regularize machines
Zhe Li, Wieland Brendel, Edgar Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian Sinz, Zachary Pitkow, Andreas Tolias
Neural Information Processing Systems http://nips.cc/
Learning from brains how to regularize machines
Zhe Li, Wieland Brendel, Edgar Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian Sinz, Zachary Pitkow, Andreas Tolias
Despite impressive performance on numerous visual tasks, Convolutional Neural Networks (CNNs) -- unlike brains -- are often highly sensitive to small perturbations of their input, e.g.