Hierarchical Temporal Memory
The HTM Learning Algorithm
A model for the fundamental algorithm for learning and intelligence in the Neocortex . #brain #theory #intelligence #sci #learning
Features
- The cortex stores sequences of patterns, it recalls patterns auto-associatively, and it stores invariant patterns in hierarchies.
- Hierarchical
- compositional
- it stores invariant patterns in hierarchies
- Temporal
- Sequences in time
- time based patterns
- Memory
- it recalls patterns auto-associatively
- SDR - Sparsely Distributed Representations
Thousand Brain Theory of Intelligence
Extended by a Thousand Brain Theory of Intelligence
See Jeff Hawkins and Numenta
reference
- On Intelligence - Jeff Hawkins book by Jeff Hawkins, now of Numenta
- HTM School
- Hierarchical Temporal Memory: Overview https://numenta.com/assets/pdf/biological-and-machine-intelligence/BaMI-HTM-Overview.pdf #paper
- HTM in Anti Fragile ICT systems: https://link.springer.com/chapter/10.1007/978-3-319-30070-2_11