Hierarchically Local Tasks and Deep Convolutional Networks

The main success stories of deep learning, starting with ImageNet, depend on convolutional networks, which on certain tasks perform significantly better than traditional shallow classifiers, such as support vector machines. Is there something special about deep convolutional networks that other lear...

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Bibliographic Details
Main Authors: Deza, Arturo, Liao, Qianli, Banburski, Andrzej, Poggio, Tomaso
Format: Technical Report
Published: Center for Brains, Minds and Machines (CBMM) 2020
Subjects:
Online Access:https://hdl.handle.net/1721.1/125980