Current Research Tasks

• Create region for sensory-motor layer (L4)
• Add L4 region to vision experiments / network
• Create region for temporal pooling layer (L3)
• Add L3 region to vision experiments / network
• Investigate spatial pooling learning issue in vision experiments
• Optimize C++ Connections
• Implement logic for reusing synapses in fixed-size Connections structure
• Implement temporal pooling algorithm using Connections data structure
• Implement temporal memory algorithm in pure C++ (for nupic.core)
• Refactor capacity test for parallelization
• Capture speed in capacity tests
• Update capacity test to correctly test temporal pooler
• Figure out potential theoretical issue with temporal pooling (regarding increments and decrements of synapses)