| Towards a mathematical theory of cortical micro-circuits D George, J Hawkins PLoS computational biology 5 (10), e1000532, 2009 | 589 | 2009 |
| Hierarchical temporal memory: Concepts, theory and terminology J Hawkins, D George Numenta Inc 5, 2006 | 410 | 2006 |
| A hierarchical Bayesian model of invariant pattern recognition in the visual cortex D George, J Hawkins Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005 | 357 | 2005 |
| A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs D George, W Lehrach, K Kansky, M Lázaro-Gredilla, C Laan, B Marthi, ... Science 358 (6368), eaag2612, 2017 | 308 | 2017 |
| Schema networks: Zero-shot transfer with a generative causal model of intuitive physics K Kansky, T Silver, DA Mély, M Eldawy, M Lázaro-Gredilla, X Lou, ... International conference on machine learning, 1809-1818, 2017 | 276 | 2017 |
| How the brain might work: A hierarchical and temporal model for learning and recognition D George Stanford University, 2008 | 245 | 2008 |
| Sequence memory for prediction, inference and behaviour J Hawkins, D George, J Niemasik Philosophical Transactions of the Royal Society B: Biological Sciences 364 …, 2009 | 161 | 2009 |
| The HTM learning algorithms D George, B Jaros Mar 1, 44, 2007 | 154 | 2007 |
| Hierarchical temporal memory (htm) system deployed as web service S Ahmad, D George, JL Edwards, WC Saphir, F Astier, R Marianetti US Patent 8,732,098, 2014 | 134 | 2014 |
| Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs M Lázaro-Gredilla, D Lin, JS Guntupalli, D George Science Robotics 4 (26), eaav3150, 2019 | 95 | 2019 |
| Trainable hierarchical memory system and method D George, JC Hawkins US Patent 7,739,208, 2010 | 87 | 2010 |
| Spatio-temporal learning algorithms in hierarchical temporal networks RG Jaros, JL Edwards, D George, JC Hawkins US Patent 8,037,010, 2011 | 85 | 2011 |
| Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps D George, RV Rikhye, N Gothoskar, JS Guntupalli, A Dedieu, ... Nature communications 12 (1), 2392, 2021 | 78 | 2021 |
| Teaching compositionality to cnns A Stone, H Wang, M Stark, Y Liu, D Scott Phoenix, D George Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 74 | 2017 |
| Invariant pattern recognition using Bayesian inference on hierarchical sequences D George, J Hawkins Technical Report, 2004 | 64 | 2004 |
| Sequence learning in a hierarchical temporal memory based system RG Jaros, D George, JC Hawkins, FE Astier US Patent 8,285,667, 2012 | 61 | 2012 |
| Hierarchical computing modules for performing spatial pattern and temporal sequence recognition RG Jaros, D George, J Hawkins, F Astier US Patent 7,620,608, 2009 | 61 | 2009 |
| Hierarchical temporal memory system with enhanced inference capability RG Jaros, D George US Patent 8,219,507, 2012 | 60 | 2012 |
| Extensible hierarchical temporal memory based system S Ahmad, J Hawkins, F Astier, D George US Patent App. 11/622,447, 2007 | 57 | 2007 |
| Directed behavior using a hierarchical temporal memory based system J Hawkins, D George US Patent App. 11/622,448, 2007 | 56 | 2007 |
