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Hierarchical Temporal Memory
Computing Like the BrainMatt Taylor
Principle Engineer Open Source Community Flag-Bearer
– ROBERT MCMILLAN (from a Wired article title, 01.16.15)
“AI Has Arrived”
Machine Learning ≠
Intelligence
Oriol VinyalsStaff Research ScientistGoogle DeepMind
Neuron Models
Current ML techniques based upon this simple neuron model
probably won’t produce strong AI
Numenta’s Dual Mission
1. Understand how intelligence works in the mammalian neocortex
2. Create software based upon those principles
Biologically-constrained methods of creating
intelligence might produce strong AI
Hopefully you are hear to learn about another approach to intelligence, based on the
neocortex.
Let’s talk about brains
Let’s talk about brains
Let’s talk about brains
Sparse Distributed
Representations
• each bit represents a neuron • on == neuron is active • each bit has semantic meaning
Encoding data into SDRs
with semantic meaning
Spatial Pooling
Temporal Memory
These are just the foundational aspects of neocortically-inspired
intelligence
This is the future of AI
intelligent machines
HTM School
It’s all open source
Join our community
Help build truly intelligent machines
LeCun
Ng
Bengio
Hinton
Jeff Hawkins
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