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. Tangential Theories If you have HTM-related theories that extend or are tangential to HTM, please post them here for discussion. 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: 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
Column/assembly graph neural network Tangential Theories	0	30	March 28, 2026
Proposed theory of consciousness Tangential Theories concsiousness	4	89	March 18, 2026
New Biologically Constrained Learning Rule General Neuroscience	0	69	February 23, 2026
Complementary Learning Systems theory and HTM as a theory of the hippocampus Tangential Theories hippocampus , sparsity , one-shot-learning , replay	12	1706	February 6, 2026
Machines That Invent Logic: Self-Discovering Symbolic Abstractions from Unlabeled Primitives Tangential Theories agi	2	47	February 3, 2026
A Self-Discovering Abstraction Engine via Variational Symmetry, Typed Program Induction, and Neural-Symbolic Compilation Tangential Theories agi	2	32	February 3, 2026
Shared brain structure among different intelligent species General Neuroscience	3	76	January 22, 2026
A conceptual proposal similar to Reference Frames: The Abstractive Thinking Model (ATM) General Neuroscience	3	125	November 27, 2025
Does predictive coding have a future? Related Papers free-energy	2	1489	September 29, 2025
Hierarchical Models in the Brain General Neuroscience hierarchy , free-energy	2	204	September 29, 2025
Local Hebb in apical dendrites General Neuroscience	8	285	September 3, 2025
A Hierarchy of Time-Scales and the Brain General Neuroscience hierarchy , temporal-pooling , free-energy	2	60	August 18, 2025
32.63% on ARC AGI 2 benchmark Tangential Theories agi	0	100	August 7, 2025
Hierarchical Reasoning Model Related Papers	1	106	July 23, 2025
Graph Continuous Thought Machines Tangential Theories agi	6	286	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	121	March 13, 2025
Three Tiers Transformers Brains Related Papers	0	101	March 11, 2025
Subtracting With Dendrites General Neuroscience	4	405	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	1399	January 13, 2025
Thousand brains recent paper Numenta Theory	2	181	January 9, 2025
Google DeepMind claims they're close to achieving human-level AI Science	214	5394	December 25, 2024
Resolving ambiguity / uncertainty Numenta Theory	1	69	November 19, 2024
Discovery of Novel STEM Documents Tangential Theories	0	40	November 19, 2024
Spiking Networks as Non Local Cellular Automata Tangential Theories	4	185	November 19, 2024
Paper on combining "cortical" WTA with transformers Numenta Theory spatial-pooling	3	172	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