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.

There’s Silicon Valley’s Numenta, the company started by Palm founder Jeff Hawkins, which is building a computer system that aims to think like the human brain. We’ve mentioned the company ...

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 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).

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 ...

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