Ian Danforth might be helpful for you. He's created some wiki pages
comparing CLA to other ML techniques:

- https://github.com/numenta/nupic/wiki/CLA-for-ML-AI-Researchers
-
https://github.com/numenta/nupic/wiki/Comparing-NuPIC-to-other-ML-techniques

---------
Matt Taylor
OS Community Flag-Bearer
Numenta


On Fri, Jun 20, 2014 at 2:08 PM, Nicholas Mitri <[email protected]> wrote:

> Hello all,
>
> As part of my thesis, I’m looking into different ways to compare CLA to
> other machine learning algorithms.
> I’ve shared a chapter a few weeks back about SP as a clustering mechanism.
> Currently, I’m moving forward to another feature of CLA, feature extraction.
> I’m interested in any thoughts about CLA’s capability in that respect and
> what algorithms would be good candidates for a comparative study (DBNs with
> boltzmann machines, SOMs, convolutional networks, etc).
>
> Also, I’d appreciate some thoughts on which application would be the best
> way to demonstrate feature extraction/learning in CLA. I’m leaning towards
> visual but I’m concerned with the deprecation of the reconstruction
> mechanisms.
>
> All advice is much appreciated!
> best,
> Nick
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>
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