Current Research Tasks - numenta/htmresearch GitHub Wiki
- 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)