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.

About Numenta Rooted in two decades of neuroscience research, Numenta has defined unique brain-based algorithms, data structures and architecture that form the backbone of its AI technology.

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'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 ...

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).

The first DEMO lab company we’re announcing is Numenta, a Silicon Valley (Redwood City, Calif.) company focused on developing intelligent computing.

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 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, 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 ...