Publications that evaluated the effectiveness of Temporal Poolers

[rhyolight]

@barnettjv

I may need to create my own.

Certainly search the forum for gems like this:

Temporal Pooling Strategies

I have been experimenting with several different strategies for temporal pooling, and thought I would get some input from others who might have done their own implementations as well (or at least theorized on the process). To start the conversation, I’ll describe a couple of the implementations that I have come up with so far that seem to work, and list advantages and disadvantages I’ve encountered. Strategy #1: Modify a spatial pooler so that sub-samples its input from a union of cells in the…