Numenta compared sparse and dense networks by running its algorithms on Xilinx FPGAs (Field Programmable Gate Array) for a speech recognition task using the Google Speech Commands (GSC) dataset.

Numenta previously announced a 50x speed-up using a Sparse-Dense implementation, which takes full advantage of sparse weights but not sparse activations. For this demonstration, they added a ...

Numenta’s Brain-Inspired Software Adds Smarts to the Grid The company’s Grok software processes “fast data” for EnerNoc and makes predictions about customers’ energy usage.

Numenta’s belief is that the Thousand Brains Theory, which incorporates the ability to represent compositional structure, learn through movement, and integrate knowledge across modalities, will ...

REDWOOD CITY, Calif., January 07, 2025--Numenta’s Thousand Brains Project is now an independent nonprofit, fostering brain-inspired AI research with open-source code and a global community.

Numenta, a company with backing from the Gates Foundation, on Wednesday released an open-source AI model it hopes will require less energy and data to create intelligent machines than existing ...

Numenta's first product is a set of software-building "tools," similar to those of Borland Software and IBM 's Rational software product, in this case for creating memory-building hierarchies that ...

ThingWorx and Numenta Partner to offer Next Generation Predictive Maintenance and Operations for the Connected World Partnership to fully integrate Numenta's Grok action intelligence platform with ...

Numenta co-founder and lead author of the paper Jeff Hawkins commented, "The neocortex is composed of a repeating circuit that creates our perceptions, language, and high-level thoughts.

Numenta publishes its progress in scientific journals and makes all of its code public in an open source project. Citation: *Hawkins, J., Ahmad, S., and Cui, Y. (2017).

We haven't talked about Numenta since an HP exec left to join the company in 2011, because, well, it's been keeping a pretty low-profile existence. Now, a big name tech corp is reigniting interest ...