HTM Algorithms
This section provides an exploration of HTM behavior in general, as well as an in-depth description of the NuPIC learning algorithm.
The HTM Learning Algorithms
This paper discusses the HTM algorithms by examining a visual pattern recognition example. It uses this example to help the reader understand spatial and temporal pooling, inference, and why hierarchy and time are important.
PDF (1.1 MB)
HTM Algorithms Roadmap: 2008 HTM Workshop
Dileep George, Numenta co-founder, discusses the HTM Algorithms used in NuPIC, and what the future goals are for the algorithms.
Detailed Algorithms Reference
As we implement and document more details on our existing and future algorithms, we will continue to bundle the documents as part of our release. Please download our software for more details on the algorithms design and implementation.
