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floybix avatar floybix commented on June 3, 2024

I agree the docs are woeful. I've been reluctant to put effort into docs since I still think of the software as in flux (and not useful in practice right now).

Speaking of which, I have recently starting planning to get rid of "regions" altogether. Just leaving layers, which could be assembled in different ways.

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floybix avatar floybix commented on June 3, 2024

If it helps, currently regions are basically containers for layers, but unless you are running exotic experiments you will have just one layer in a region, and it will be known as "layer-3" (neuroscience term).

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kristianmandrup avatar kristianmandrup commented on June 3, 2024

"I have recently starting planning to get rid of regions altogether. Just leaving layers, which could be assembled in different ways."

That sounds very reasonable on the face of it. Better with simpler constructs/models that can be used as generic building blocks I think :)

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kristianmandrup avatar kristianmandrup commented on June 3, 2024

Can I make a "brain" with layers of any depth I like using this model? I recall that the latest winners of Image recognition competition used more than a hundred layers...

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floybix avatar floybix commented on June 3, 2024

https://discourse.numenta.org/t/h-is-for-hierarchy-but-where-is-it/333

TLDR: this is a research topic, it is not useful for anything right now...

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kristianmandrup avatar kristianmandrup commented on June 3, 2024

"A region is the main composable unit in this library. It represents a bank of neurons arranged in columns, responding to an array of feed-forward input bits, as well as distal connections to
itself and possibly other regions."

So removing regions would be a major change!! Would be nice with some docs on how to compose the brain architecture...

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