A hierarchical Bayesian model of invariant pattern recognition in the visual cortex. - Dileep George; Jeff Hawkins (IJCNN, 2005)

Response to reviews by Feldman, Perlis, Taylor. - Jeff Hawkins (Artif. Intell., 2005)

Why Can't A Computer Be More Like A Brain? Or What To Do With All Those Transistors? - Jeff Hawkins (ISSCC, 2008)

Towards a Mathematical Theory of Cortical Micro-circuits. - Dileep George; Jeff Hawkins (PLoS Comput. Biol., 2009)

Online learning from streaming data. - Jeff Hawkins (CIKM, 2013)

Properties of Sparse Distributed Representations and their Application to Hierarchical Temporal Memory. - Subutai Ahmad; Jeff Hawkins (CoRR, 2015)

Continuous online sequence learning with an unsupervised neural network model. - Yuwei Cui; Chetan Surpur; Subutai Ahmad; Jeff Hawkins (CoRR, 2015)

Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex. - Jeff Hawkins; Subutai Ahmad (CoRR, 2015)

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 (IJCNN, 2016)

How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites. - Subutai Ahmad; Jeff Hawkins (CoRR, 2016)

Continuous Online Sequence Learning with an Unsupervised Neural Network Model. - Yuwei Cui; Subutai Ahmad; Jeff Hawkins (Neural Comput., 2016)

The HTM Spatial Pooler - A Neocortical Algorithm for Online Sparse Distributed Coding. - Yuwei Cui; Subutai Ahmad; Jeff Hawkins (Frontiers Comput. Neurosci., 2017)

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. - Anthony Zador; Blake A. Richards; Bence Ölveczky; Sean Escola; Yoshua Bengio; Kwabena Boahen 001; Matthew M. Botvinick; Dmitri B. Chklovskii; Anne Churchland; Claudia Clopath; James DiCarlo; Surya Ganguli; et al. (CoRR, 2022)

The Thousand Brains Project: A New Paradigm for Sensorimotor Intelligence. - Viviane Clay; Niels Leadholm; Jeff Hawkins (CoRR, 2024)

Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning and Inference. - Niels Leadholm; Viviane Clay; Scott Knudstrup; Hojae Lee; Jeff Hawkins (CoRR, 2025)

Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain. - Jeff Hawkins; Niels Leadholm; Viviane Clay (CoRR, 2025)