Science

General Neuroscience Want to talk specifically about the neuroscience behind HTM theory? Or just have some basic neuroscience questions? This is also a place to discuss the latest neuroscience papers and research happening in the industry. Numenta Theory Discussions about Numenta’s HTM theory, not software implementations of the theory. Current Research We at Numenta are extremely transparent with our research goals. We even live-stream our research meetings. They are all posted for discussion here. Related Papers Discuss papers published about HTM Theory. Anyone may post a new topic here about a published paper that relates to HTM, but: Tangential Theories If you have HTM-related theories that extend or are tangential to HTM, please post them here for discussion.

Topic	Replies	Views	Activity
About the Science category Science	0	435	June 25, 2019
Topological Harmonic Cognition Tangential Theories agi	11	101	May 24, 2026
Why do members here think DL-based methods can't achieve AGI? Numenta Theory question , community	182	8164	May 23, 2026
Visualizing Properties of Encoders Tangential Theories	34	1494	May 13, 2026
Column/assembly graph neural network Tangential Theories	4	92	May 13, 2026
Exploring cognitive skill profiles through training task performance General Neuroscience sequence-memory	0	22	May 12, 2026
Proposed theory of consciousness Tangential Theories concsiousness	4	105	March 18, 2026
New Biologically Constrained Learning Rule General Neuroscience	0	73	February 23, 2026
Complementary Learning Systems theory and HTM as a theory of the hippocampus Tangential Theories hippocampus , sparsity , one-shot-learning , replay	12	1736	February 6, 2026
Machines That Invent Logic: Self-Discovering Symbolic Abstractions from Unlabeled Primitives Tangential Theories agi	0	58	January 26, 2026
A Self-Discovering Abstraction Engine via Variational Symmetry, Typed Program Induction, and Neural-Symbolic Compilation Tangential Theories agi	0	36	January 25, 2026
Shared brain structure among different intelligent species General Neuroscience	3	84	January 22, 2026
A conceptual proposal similar to Reference Frames: The Abstractive Thinking Model (ATM) General Neuroscience	3	129	November 27, 2025
Does predictive coding have a future? Related Papers free-energy	2	1496	September 29, 2025
Hierarchical Models in the Brain General Neuroscience hierarchy , free-energy	2	206	September 29, 2025
Local Hebb in apical dendrites General Neuroscience	8	286	September 3, 2025
A Hierarchy of Time-Scales and the Brain General Neuroscience hierarchy , temporal-pooling , free-energy	2	64	August 18, 2025
32.63% on ARC AGI 2 benchmark Tangential Theories agi	0	105	August 7, 2025
Hierarchical Reasoning Model Related Papers	1	112	July 23, 2025
Graph Continuous Thought Machines Tangential Theories agi	6	296	July 16, 2025
Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? Related Papers	1	51	July 11, 2025
Dynamical constraints on neural population activity General Neuroscience	3	128	March 13, 2025
Three Tiers Transformers Brains Related Papers	0	101	March 11, 2025
Subtracting With Dendrites General Neuroscience	4	413	January 22, 2025
BTSP - binary, sparse, content addressable memory learning algorithm General Neuroscience	0	85	January 8, 2025
This Is My Theory of Human Consciousness General Neuroscience	18	1410	January 13, 2025
Thousand brains recent paper Numenta Theory	2	184	January 9, 2025
Google DeepMind claims they're close to achieving human-level AI Science	214	5446	December 25, 2024
Resolving ambiguity / uncertainty Numenta Theory	1	70	November 19, 2024
Discovery of Novel STEM Documents Tangential Theories	0	41	November 19, 2024