Jeff Hawkins

According to our database, Jeff Hawkins authored at least 12 papers between 2005 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.

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

CoRR, 2022

2017

The HTM Spatial Pooler - A Neocortical Algorithm for Online Sparse Distributed Coding.

Yuwei Cui, Subutai Ahmad, Jeff Hawkins

Frontiers Comput. Neurosci., 2017

2016

Continuous Online Sequence Learning with an Unsupervised Neural Network Model.

Yuwei Cui, Subutai Ahmad, Jeff Hawkins

Neural Comput., 2016

How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites.

Subutai Ahmad, Jeff Hawkins

CoRR, 2016

A comparative study of HTM and other neural network models for online sequence learning with streaming data.

Yuwei Cui, Chetan Surpur, Subutai Ahmad, Jeff Hawkins

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex.

Jeff Hawkins, Subutai Ahmad

CoRR, 2015

Continuous online sequence learning with an unsupervised neural network model.

Yuwei Cui, Chetan Surpur, Subutai Ahmad, Jeff Hawkins

CoRR, 2015

Properties of Sparse Distributed Representations and their Application to Hierarchical Temporal Memory.

Subutai Ahmad, Jeff Hawkins

CoRR, 2015

2013

Online learning from streaming data.

Jeff Hawkins

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2009

Towards a Mathematical Theory of Cortical Micro-circuits.

Dileep George, Jeff Hawkins

PLoS Comput. Biol., 2009

2008

Why Can't A Computer Be More Like A Brain? Or What To Do With All Those Transistors?

Jeff Hawkins

Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008

2005

Response to reviews by Feldman, Perlis, Taylor.

Jeff Hawkins

Artif. Intell., 2005