Dmitry Krotov  Dmitry Krotov photo         

contact information

Research Staff Member
Cambridge Research Center, Cambridge, MA USA
  

links



2019

Unsupervised Learning by Competing Hidden Units
Dmitry Krotov, John Hopfield
Proceedings of the National Academy of Sciences of the USA 116(16), 7723-7731, 2019
Abstract


2018

Dense associative memory is robust to adversarial inputs
Dmitry Krotov, John Hopfield
Neural Computation 30(12), 3151-3167, MIT Press, 2018
Abstract   Also available as an arXiv preprint: https://arxiv.org/abs/1701.00939


2017

Feature to prototype transition in neural networks
Dmitry Krotov, John Hopfield
APS March Meeting, 2017
Abstract


2016

Dense associative memory for pattern recognition
Dmitry Krotov, John Hopfield
Advances in Neural Information Processing Systems, pp. 1172-1180, 2016
Abstract


2014

Morphogenesis at criticality
Dmitry Krotov, Julien O Dubuis, Thomas Gregor, William Bialek
Proceedings of the National Academy of Sciences 111(10), 3683-3688, 2014
Abstract


2011

Infrared sensitivity of unstable vacua
Dmitry Krotov, Alexander M Polyakov
Nuclear Physics B 849(2), 410-432, North-Holland, 2011
Abstract