Numenta

Numenta is a machine intelligence company. Its stated mission is to understand how the brain works, and apply those principles of real intelligence to create intelligent machines.[1]

Numenta
TypePrivately held
IndustryAnalytics, artificial intelligence, neuroscience
FoundedFebruary 4, 2005 (2005-02-04)
FounderJeff Hawkins, Donna Dubinsky, Dileep George
Headquarters
Redwood City, California
,
US
Area served
Worldwide
Key people
Donna Dubinsky (CEO),
Jeff Hawkins (Co-founder),
Websitenumenta.com
numenta.org

Numenta has research in hierarchical temporal memory (HTM), and computational theory of the neocortex.[2] Numenta focuses on large-scale brain theory and simulation. Numenta researchers work with experimentalists and publish results to derive an understanding of the neocortex. Their main research focus areas are cortical columns, sequence learning and sparse distributed representations.

The Numenta Platform for Intelligent Computing is an open source platform and community for machine intelligence based on HTM theory.[3][4]

In July 2015, Numenta released a Google Play mobile app, Grok for Stocks, that tracks stock market trading patterns.[5]

Further reading
  • Yoffie, David B.; Kind, Liz; Shimol, David Ben (August 2019) [June 2016]. "Numenta: Inventing and (or) Commercializing AI - Case - Faculty & Research - Harvard Business School". www.hbs.edu. Retrieved 2022-04-26.
  • Finley, Klint (2013-10-28). "Out in the Open: Palm Pilot Inventor Wants to Open Source the Human Brain". Wired. ISSN 1059-1028. Retrieved 2022-04-26.

References
  1. Numenta Official Website
  2. HTM Cortical Learning Algorithms
  3. Nugamanov, Eduard; Panov, Aleksandr I. (2020-01-01). "Hierarchical Temporal Memory with Reinforcement Learning". Procedia Computer Science. Postproceedings of the 10th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2019 (Tenth Annual Meeting of the BICA Society), held August 15-19, 2019 in Seattle, Washington, USA. 169: 123–131. doi:10.1016/j.procs.2020.02.123. ISSN 1877-0509.
  4. Hierarchical Temporal Memory with Reinforcement Learning
  5. "Numenta's Grok for Stocks app uses A.I. to decipher stock market patterns". VentureBeat. 2015-07-08. Retrieved 2022-04-26.
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