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. Related Papers Discuss papers published about HTM Theory. Anyone may post a new topic here about a published paper that relates to HTM, but: 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. Tangential Theories If you have HTM-related theories that extend or are tangential to HTM, please post them here for discussion. Numenta Theory Discussions about Numenta’s HTM theory, not software implementations of the theory.

Topic	Replies	Views	Activity
About the Science category Science	0	434	June 25, 2019
New Biologically Constrained Learning Rule General Neuroscience	0	44	February 23, 2026
Complementary Learning Systems theory and HTM as a theory of the hippocampus Tangential Theories hippocampus , sparsity , one-shot-learning , replay	12	1657	February 6, 2026
Machines That Invent Logic: Self-Discovering Symbolic Abstractions from Unlabeled Primitives Tangential Theories agi	2	37	February 3, 2026
A Self-Discovering Abstraction Engine via Variational Symmetry, Typed Program Induction, and Neural-Symbolic Compilation Tangential Theories agi	2	22	February 3, 2026
Shared brain structure among different intelligent species General Neuroscience	3	62	January 22, 2026
A conceptual proposal similar to Reference Frames: The Abstractive Thinking Model (ATM) General Neuroscience	3	115	November 27, 2025
Does predictive coding have a future? Related Papers free-energy	2	1472	September 29, 2025
Hierarchical Models in the Brain General Neuroscience hierarchy , free-energy	2	194	September 29, 2025
Local Hebb in apical dendrites General Neuroscience	8	281	September 3, 2025
A Hierarchy of Time-Scales and the Brain General Neuroscience hierarchy , temporal-pooling , free-energy	2	59	August 18, 2025
32.63% on ARC AGI 2 benchmark Tangential Theories agi	0	98	August 7, 2025
Hierarchical Reasoning Model Related Papers	1	99	July 23, 2025
Graph Continuous Thought Machines Tangential Theories agi	6	275	July 16, 2025
Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? Related Papers	1	50	July 11, 2025
Dynamical constraints on neural population activity General Neuroscience	3	120	March 13, 2025
Three Tiers Transformers Brains Related Papers	0	100	March 11, 2025
Subtracting With Dendrites General Neuroscience	4	402	January 22, 2025
BTSP - binary, sparse, content addressable memory learning algorithm General Neuroscience	0	84	January 8, 2025
This Is My Theory of Human Consciousness General Neuroscience	18	1388	January 13, 2025
Thousand brains recent paper Numenta Theory	2	168	January 9, 2025
Google DeepMind claims they're close to achieving human-level AI Science	214	5124	December 25, 2024
Resolving ambiguity / uncertainty Numenta Theory	1	65	November 19, 2024
Discovery of Novel STEM Documents Tangential Theories	0	39	November 19, 2024
Spiking Networks as Non Local Cellular Automata Tangential Theories	4	183	November 19, 2024
Paper on combining "cortical" WTA with transformers Numenta Theory spatial-pooling	3	166	October 26, 2024
Crafting a Reward Function with a Heir-achy of Needs for Complex Goal Formation Tangential Theories	0	35	October 26, 2024
Symbol Based Self Guided Neural Architecture Search in a Spiking Neural Network Tangential Theories agi	0	42	October 25, 2024
Creating intelligence may require only exposure to complexity Science	0	65	October 11, 2024
Missing cortical column concept in some papers Numenta Theory sequence-memory , question , community	1	108	September 22, 2024