Whitepaper: Avoid extra connections

[Bitking]

The brain grows and shrinks connections dynamically every day.
There is more than simple linear forgetting going on.

I imagine that there is a floor where you don’t completely drop a connection so it trains back up again very fast.

TemporalMemory running very slow after long training

Or you can take this a step further and have a nightly maintenance phase where you shrink all synapses!