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ORCIDJeff Hawkins
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- affiliation: Numenta Inc., Menlo Park, CA, USA
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2020 – today
- 2022
[i5]Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath
, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao:
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR abs/2210.08340 (2022)
2010 – 2019
- 2017
- [j4]Yuwei Cui, Subutai Ahmad, Jeff Hawkins:
The HTM Spatial Pooler - A Neocortical Algorithm for Online Sparse Distributed Coding. Frontiers Comput. Neurosci. 11: 111 (2017) - 2016
- [j3]Yuwei Cui, Subutai Ahmad, Jeff Hawkins:
Continuous Online Sequence Learning with an Unsupervised Neural Network Model. Neural Comput. 28(11): 2474-2504 (2016) - [c3]Yuwei Cui, Chetan Surpur, Subutai Ahmad, Jeff Hawkins:
A comparative study of HTM and other neural network models for online sequence learning with streaming data. IJCNN 2016: 1530-1538 - [i4]Subutai Ahmad, Jeff Hawkins:
How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites. CoRR abs/1601.00720 (2016) - 2015
- [i3]Subutai Ahmad, Jeff Hawkins:
Properties of Sparse Distributed Representations and their Application to Hierarchical Temporal Memory. CoRR abs/1503.07469 (2015) - [i2]Jeff Hawkins, Subutai Ahmad:
Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex. CoRR abs/1511.00083 (2015) - [i1]Yuwei Cui, Chetan Surpur, Subutai Ahmad, Jeff Hawkins:
Continuous online sequence learning with an unsupervised neural network model. CoRR abs/1512.05463 (2015) - 2013
- [c2]Jeff Hawkins:
Online learning from streaming data. CIKM 2013: 1915-1916
2000 – 2009
- 2009
- [j2]Dileep George, Jeff Hawkins:
Towards a Mathematical Theory of Cortical Micro-circuits. PLoS Comput. Biol. 5(10) (2009) - 2008
- [c1]Jeff Hawkins:
Why Can't A Computer Be More Like A Brain? Or What To Do With All Those Transistors? ISSCC 2008: 38-41 - 2005
- [j1]Jeff Hawkins:
Response to reviews by Feldman, Perlis, Taylor. Artif. Intell. 169(2): 196-200 (2005)
Coauthor Index
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