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05/26/2023
Local Search, Semantics, and Genetic Programming: a Global Analysis
Geometric Semantic Geometric Programming (GSGP) is one of the most promi...
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05/24/2023
Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension
Despite their impressive performance in classification, neural networks ...
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03/16/2022
Understanding robustness and generalization of artificial neural networks through Fourier masks
Despite the enormous success of artificial neural networks (ANNs) in man...
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02/18/2019
A computational model for grid maps in neural populations
Grid cells in the entorhinal cortex, together with place, speed and bord...
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06/05/2016
View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation
The primate brain contains a hierarchy of visual areas, dubbed the ventr...
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08/05/2015
Deep Convolutional Networks are Hierarchical Kernel Machines
In i-theory a typical layer of a hierarchical architecture consists of H...
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11/17/2013