Science

Numenta Theory Discussions about Numenta’s HTM theory, not software implementations of the theory. 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. 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	445	June 25, 2019
My Brainstem RNS-AI project has made progress Science community , neuroscience	0	74	September 28, 2026
Creating Intelligence - A Computational Foundation for AGI Related Papers	67	1312	September 23, 2026
The Dynamic Deficit Hypothesis: A Radical Abstraction of Self, Sensation, and Consciousness Tangential Theories	15	288	September 22, 2026
Selective Self-Organization Hypothesis (GSS 1.0) An Operational Architecture of Functional Subjectivity (with Ontological Extensions) Tangential Theories	15	270	September 11, 2026
New Biologically Constrained Learning Rule General Neuroscience	1	171	July 28, 2026
Topological Harmonic Cognition Tangential Theories agi	12	308	July 23, 2026
Feedback wanted: Hobbist-built Codec for Large Sparse Binary Vectors Related Papers question	3	95	July 21, 2026
State of Brain Emulation Report 2025 General Neuroscience	1	167	July 19, 2026
Cognitive Coherence Model (CCM - A cognitive standalone architecture) Current Research	0	128	June 17, 2026
Why do members here think DL-based methods can't achieve AGI? Numenta Theory question , community	182	9207	May 23, 2026
Visualizing Properties of Encoders Tangential Theories	34	1787	May 13, 2026
Column/assembly graph neural network Tangential Theories	4	173	May 13, 2026
Exploring cognitive skill profiles through training task performance General Neuroscience sequence-memory	0	47	May 12, 2026
Proposed theory of consciousness Tangential Theories concsiousness	4	168	March 18, 2026
Complementary Learning Systems theory and HTM as a theory of the hippocampus Tangential Theories hippocampus , sparsity , one-shot-learning , replay	12	1921	February 6, 2026
Machines That Invent Logic: Self-Discovering Symbolic Abstractions from Unlabeled Primitives Tangential Theories agi	0	83	January 26, 2026
A Self-Discovering Abstraction Engine via Variational Symmetry, Typed Program Induction, and Neural-Symbolic Compilation Tangential Theories agi	0	63	January 25, 2026
Shared brain structure among different intelligent species General Neuroscience	3	132	January 22, 2026
A conceptual proposal similar to Reference Frames: The Abstractive Thinking Model (ATM) General Neuroscience	3	165	November 27, 2025
Does predictive coding have a future? Related Papers free-energy	2	1533	September 29, 2025
Hierarchical Models in the Brain General Neuroscience hierarchy , free-energy	2	237	September 29, 2025
Local Hebb in apical dendrites General Neuroscience	8	368	September 3, 2025
A Hierarchy of Time-Scales and the Brain General Neuroscience hierarchy , temporal-pooling , free-energy	2	129	August 18, 2025
32.63% on ARC AGI 2 benchmark Tangential Theories agi	0	116	August 7, 2025
Hierarchical Reasoning Model Related Papers	1	145	July 23, 2025
Graph Continuous Thought Machines Tangential Theories agi	6	354	July 16, 2025
Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? Related Papers	1	80	July 11, 2025
Dynamical constraints on neural population activity General Neuroscience	3	181	March 13, 2025
Three Tiers Transformers Brains Related Papers	0	114	March 11, 2025