'Place-cell' emergence and learning of invariant data with restricted
Boltzmann machines: breaking and dynamical restoration of continuous
symmetries in the weight space

'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space

30 December 2019

Papers citing "'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space"

11 / 11 papers shown

Title
Cascade of phase transitions in the training of Energy-based models Dimitrios Bachtis Giulio Biroli A. Decelle Beatriz Seoane 65 4 0 23 May 2024
Three Factors Influencing Minima in SGD Stanislaw Jastrzebski Zachary Kenton Devansh Arpit Nicolas Ballas Asja Fischer Yoshua Bengio Amos Storkey 76 463 0 13 Nov 2017
A Bayesian Perspective on Generalization and Stochastic Gradient Descent Samuel L. Smith Quoc V. Le BDL 61 251 0 17 Oct 2017
Mutual Information, Neural Networks and the Renormalization Group M. Koch-Janusz Zohar Ringel DRL AI4CE 73 176 0 20 Apr 2017
Phase transitions in Restricted Boltzmann Machines with generic priors Adriano Barra G. Genovese Peter Sollich Daniele Tantari 38 60 0 09 Dec 2016
Emergence of Compositional Representations in Restricted Boltzmann Machines J. Tubiana R. Monasson AI4CE 43 91 0 21 Nov 2016
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys Pratik Chaudhari A. Choromańska Stefano Soatto Yann LeCun Carlo Baldassi C. Borgs J. Chayes Levent Sagun R. Zecchina ODL 94 773 0 06 Nov 2016
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 394 2,934 0 15 Sep 2016
Nonlinear Hebbian learning as a unifying principle in receptive field formation Carlos S. N. Brito W. Gerstner 33 64 0 04 Jan 2016
An exact mapping between the Variational Renormalization Group and Deep Learning Pankaj Mehta D. Schwab AI4CE 68 309 0 14 Oct 2014
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 220 12,422 0 24 Jun 2012