Optimize inference and learning process using mirror connections. #10
Labels
need discussion
need some discussion
optimization
make stuff faster!
Spatial Pooling
Regarding Spatial Pooling
Temporal Memory
Regarding Temporal Memory
In the Bachelor project by Ali Kaan Sungar, Hierarchical Temporal Memory Software Agent section 5.4.3. He purposes that mirrored synapses (maintaining 2 sets of identical synapses but running in the opposite direction) are a major optimization. Allowing a vastly reduced computation requirement.
The same tech can be also used in Etaler to enhance the performance further. But maintaining 2 lists of synapses is complicated under Etaler's DOD/functional API.
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