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A computational model for grid maps in neural populations


Feb 19, 2019
Fabio Anselmi, Benedetta Franceschiello, Micah M. Murray, Lorenzo Rosasco

* 11 pages, 5 figures 

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View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation


Jun 05, 2016
Joel Z. Leibo, Qianli Liao, Winrich Freiwald, Fabio Anselmi, Tomaso Poggio


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Deep Convolutional Networks are Hierarchical Kernel Machines


Aug 05, 2015
Fabio Anselmi, Lorenzo Rosasco, Cheston Tan, Tomaso Poggio


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On Invariance and Selectivity in Representation Learning


Mar 19, 2015
Fabio Anselmi, Lorenzo Rosasco, Tomaso Poggio


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Unsupervised Learning of Invariant Representations in Hierarchical Architectures


Mar 11, 2014
Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco, Jim Mutch, Andrea Tacchetti, Tomaso Poggio

* 23 pages, 10 figures. November 21 2013: Added acknowledgment of NSF funding. No other changes. December 18 (2013): Fixed a figure. January 10 (2014): Fixed a figure and some math in SI. March 10 2014: modified abstract and implementation section (main and SI); added a paragraph about sample complexity in SI 

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