Leading the New Era of Machine Intelligence

Numenta has developed a cohesive theory, core software technology, and numerous applications all based on principles of the neocortex. This technology lays the groundwork for the new era of machine intelligence. Our innovative work delivers breakthrough capabilities and demonstrates that a computing approach based on biological learning principles will make possible a new generation of capabilities not possible with today’s programmed computers.


Avik Partners has released their beta program for Grok for IT Analytics 2.0.
Learn more about the beta program and sign-up on their website at http://grokstream.com.

What Is Machine Intelligence?

Because today’s computers are programmed, they can only do exactly as they are told. In stark contrast, intelligent machines continuously and automatically learn patterns in their environment without being programmed, enabling them to tackle problems in entirely new ways. Intelligent machines that learn and act will have an enormous beneficial impact in the coming decades.

Brain as a Blueprint

The brain is the best example of an intelligent system and provides a roadmap for building intelligent machines. The brain’s center of intelligence, the neocortex, controls a wide range of functions using a common set of principles. Numenta has made significant progress discovering these principles and using them to create learning algorithms. Numenta is unique in its understanding and adherence to neocortical principles.


Numenta’s extensive technology has been validated in a wide range of applications. We have applied HTM technology to IT analytics, stock volume and Twitter monitoring, rogue behavior detection in humans, geospatial tracking, and a variety of text analytics problems.


Our machine intelligence technology is called Hierarchical Temporal Memory (HTM), which is a detailed computational theory of the neocortex. At the core of HTM are time-based learning algorithms that store and recall spatial and temporal patterns. HTM is well suited to a wide variety of problems, particularly those with the following characteristics:

Our technology has been tested and implemented in software, all of which is developed with best practices and is suitable for deploying in commercial applications. Our core learning algorithms are fully documented and available in an open source project called NuPIC.


Like the brain, Numenta’s machine intelligence technology can be applied to many types of problems. We have tested it on a variety of applications to validate its broad applicability. A few of these applications are described below.

Video: Intro to our Applications
Please note: Avik Partners has licensed the Grok for IT Analytics application. Learn more about Grok and sign-up for their beta program at http://grokstream.com. For more information, read our press release.
  • HTM for Stocks

    HTM for Stocks Screenshot

    Detects anomalies in publicly traded companies. Models stock price, stock volume, and Twitter volume related to top market companies. Get example application via Google Play Store, and register to give feedback.

  • Grok for IT Analytics

    Grok for IT Analtyics Screenshot

    Detects anomalies in servers and applications. Learns continuously, automatically discovers time-based patterns in data, and generalizes from experience.

    Avik Partners has launched their beta program for Grok for IT Analytics 2.0, sign up here.

  • Rogue Behavior Detection

    Rogue Behavior Detection Screenshot

    Models normal behavior of individuals. Detects changes in behavior indicative of unauthorized file access or unauthorized trading. You can experiment with this application using your own data by downloading our sample application code below.

  • Geospatial Tracking

    Geospatial Tracking Screenshot

    Detects anomalies in the movement of people, objects, or material using speed and location data. Enables logistics optimization. You can experiment with this application using your own data by downloading our sample application code below.

Get Started


Interested in exploring our technology or developing your own application? Our machine intelligence algorithms, encoders, and application code are all available on NuPIC (Numenta Platform for Intelligent Computing), our open source project.


Numenta aims to make it easy for business to develop and distribute applications that harness the power of our machine intelligence technology. Learn about licensing opportunities below or contact Numenta to inquire about potential partnerships.

For videos and whitepapers, go to our Learning Center.


Image Introducing the Numenta HTM Challenge Introducing the Numenta HTM Challenge
Matthew Taylor Image Matthew Taylor Open Source Manager

Numenta has held five hackathons over the past several years to engage our community of dedicated and passionate HT

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Image Numenta's Grok for IT: Artificial Intelligence Meets Network Performance Analysis Numenta's Grok for IT: Artificial Intelligence Meets Network Performance Analysis
Mark Gibbs Image Mark Gibbs Network World

Anomalies in data are everywhere. They appear in the performance of just about anything you can measure. Sometimes,

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Image Fourth Berkeley Symposium on Energy Efficient Electronic Systems Fourth Berkeley Symposium on Energy Efficient Electronic Systems
Jeff Hawkins Image Jeff Hawkins Co-Founder
Thu, Oct 01, 2015 — Fri, Oct 02, 2015
Sutardja Dai Hall @ UC Berkeley
Berkeley, CA USA
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Image Numenta Anomaly Benchmark (NAB), and Numenta HTM Challenge Numenta Anomaly Benchmark (NAB), and Numenta HTM Challenge
Donna Dubinsky Image Donna Dubinsky CEO

To start with, I’m pleased to announce that we have a paper accepted on the Numenta Anomaly Benchmark (NAB). I’ve

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