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. 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. 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
32.63% on ARC AGI 2 benchmark Tangential Theories agi	0	33	August 7, 2025
Hierarchical Reasoning Model Related Papers	1	61	July 23, 2025
Graph Continuous Thought Machines Tangential Theories agi	6	163	July 16, 2025
Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? Related Papers	1	40	July 11, 2025
Local Hebb in apical dendrites General Neuroscience	0	159	April 24, 2025
Dynamical constraints on neural population activity General Neuroscience	3	102	March 13, 2025
Three Tiers Transformers Brains Related Papers	0	93	March 11, 2025
Subtracting With Dendrites General Neuroscience	4	388	January 22, 2025
BTSP - binary, sparse, content addressable memory learning algorithm General Neuroscience	0	76	January 8, 2025
This Is My Theory of Human Consciousness General Neuroscience	18	1124	January 13, 2025
Thousand brains recent paper Numenta Theory	2	145	January 9, 2025
Google DeepMind claims they're close to achieving human-level AI Science	214	4158	December 25, 2024
Resolving ambiguity / uncertainty Numenta Theory	1	51	November 19, 2024
Discovery of Novel STEM Documents Tangential Theories	0	34	November 19, 2024
Spiking Networks as Non Local Cellular Automata Tangential Theories	4	163	November 19, 2024
Paper on combining "cortical" WTA with transformers Numenta Theory spatial-pooling	3	139	October 26, 2024
Crafting a Reward Function with a Heir-achy of Needs for Complex Goal Formation Tangential Theories	0	29	October 26, 2024
Symbol Based Self Guided Neural Architecture Search in a Spiking Neural Network Tangential Theories agi	0	37	October 25, 2024
Creating intelligence may require only exposure to complexity Science	0	54	October 11, 2024
Missing cortical column concept in some papers Numenta Theory sequence-memory , question , community	1	104	September 22, 2024
Network model with internal complexity bridges artificial intelligence and neuroscience General Neuroscience	0	118	September 7, 2024
Clone-structured cognitive graphs (CSCG) Related Papers	9	1112	August 15, 2024
Multidirectional propagation of biological neurons - could/should we recreate it e.g. with joint distribution neurons? Tangential Theories	16	526	August 11, 2024
The principles of intelligence and cognition: John Vervaeke lays down the philosophical compass for defining AGI Science	14	863	August 4, 2024
Google's Sparse Autoencoder Related Papers	0	77	August 3, 2024
The 2024 Kavli Prize in Neuroscience Science	0	163	June 15, 2024
How does level 2/3 Cells know what timestep of the temprol memory they are on to send out prediction to other input layers General Neuroscience	1	274	May 12, 2024
How I got brain damage from covid Science	0	198	May 6, 2024
SDRs for unlimited large dictionaries in language models? Tangential Theories	3	347	April 24, 2024