biological path toward strong ai
TRANSCRIPT
Summary• Intelligence, Weak and Strong
• Some minor brain science
• Hierarchical Temporal Memory (HTM)
• Sparse Distributed Representations
• HTM Algorithms
• Encoding
• Spatial Pooling
• Temporal Memory
Numenta’s Dual Mission
1. Understand how intelligence works in the mammalian neocortex
2. Create software based upon those principles
• proximal feedforward input activates mini-columns • normalizes sparsity of encoded representation • maintains semantic meaning of representations
Spatial Pooling
• identifies context of input based upon distal segments • works within mini-column cells • puts cells into predictive states for next time step
Temporal Memory