Unsupervised real-time anomaly detection for streaming data S Ahmad, A Lavin, S Purdy, Z Agha Neurocomputing 262, 134-147, 2017 | 1131 | 2017 |
Evaluating real-time anomaly detection algorithms--the Numenta anomaly benchmark A Lavin, S Ahmad 2015 IEEE 14th international conference on machine learning and applications …, 2015 | 608 | 2015 |
Automatic video system using multiple cameras J Foote, S Ahmad, J Boreczky US Patent 7,015,954, 2006 | 580 | 2006 |
Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex J Hawkins, S Ahmad Frontiers in Neural Circuits 10 (23), 1-13, 2016 | 516 | 2016 |
Browser for use in navigating a body of information, with particular application to browsing information represented by audiovisual data S Ahmad, NA Bhadkamkar, SB Cousins, EE Farber, PA Freiberger, ... US Patent 6,263,507, 2001 | 385 | 2001 |
Method for video enabled electronic commerce S Ahmad, GS France US Patent 7,113,918, 2006 | 373* | 2006 |
Continuous online sequence learning with an unsupervised neural network model Y Cui, S Ahmad, J Hawkins Neural computation 28 (11), 2474-2504, 2016 | 341 | 2016 |
A usable real-time 3D hand tracker S Ahmad Signals, Systems and Computers, 1994. 1994 Conference Record of the Twenty …, 1994 | 293 | 1994 |
Hierarchical Temporal Memory including HTM cortical learning algorithms J Hawkins, S Ahmad, D Dubinsky Technical report, Numenta, Inc. http://www.numenta.com/htm-overview …, 2011 | 248 | 2011 |
Video processing system SW Fu, HP Sit, S Ahmad, SL Honey, A Ullal, JL Edwards US Patent 6,882,793, 2005 | 236 | 2005 |
Properties of sparse distributed representations and their application to hierarchical temporal memory S Ahmad, J Hawkins arXiv preprint arXiv:1503.07469, 2015 | 223 | 2015 |
A framework for intelligence and cortical function based on grid cells in the neocortex J Hawkins, M Lewis, M Klukas, S Purdy, S Ahmad Frontiers in neural circuits 12, 431889, 2019 | 212 | 2019 |
Avalanche: an end-to-end library for continual learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 203 | 2021 |
A theory of how columns in the neocortex enable learning the structure of the world J Hawkins, S Ahmad, Y Cui Frontiers in neural circuits 11, 295079, 2017 | 201 | 2017 |
Training neural networks with deficient data V Tresp, S Ahmad, R Neuneier Advances in neural information processing systems 6, 1993 | 176 | 1993 |
The HTM spatial pooler—A neocortical algorithm for online sparse distributed coding Y Cui, S Ahmad, J Hawkins Frontiers in computational neuroscience 11, 272195, 2017 | 171 | 2017 |
Real-time anomaly detection for streaming analytics S Ahmad, S Purdy arXiv preprint arXiv:1607.02480, 2016 | 168 | 2016 |
Some solutions to the missing feature problem in vision S Ahmad, V Tresp Advances in neural information processing systems 5, 1992 | 160 | 1992 |
Network structuring and training using rule-based knowledge V Tresp, J Hollatz, S Ahmad Advances in neural information processing systems 5, 1992 | 147 | 1992 |
How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites S Ahmad, J Hawkins arXiv preprint arXiv:1601.00720 10, 2016 | 146 | 2016 |