[I'm CC'ing the list. I sent Frank a copy of Bitworm separately.] Hi Frank,
This sounds great. I can't believe you are doing this in high school! I would love to hear more details about your specific project so we can help you out. Here are some initial pointers: At the last hackathon some people (Stan, Dan and Jin) did a project to learn specific songs using CLA. Instead of identifying songs they trained the CLA to predict future notes. You could look at their fun presentation and source code here: http://numenta.org/blog/2013/06/25/hackathon-outcome.html#jin-danny-stan To actually get NuPIC to _categorize_ songs, it's a bit more complicated as we don't have good examples of categorization using NuPIC. The current examples focus on prediction and anomaly detection. Another hackathon participant (Pete) categorized different gestures in the following way: he trained a separate CLA for each gesture category. Then, when sending in new data he just selected the CLA which had the lowest anomaly score. This is a hack that worked and is a quick way to get going. It's not the right way to do it but might be the fastest way to get something working. If you want to talk in more depth - we will hold "office hours" again soon. If you are going to do this project it would be great if you participated and asked questions. We could give you more pointers there. Cheers, --Subutai On Thu, Oct 31, 2013 at 7:18 AM, 2014fhuang <[email protected]> wrote: > Hi Sabutai, > If would be so kind, I would like the copy of the Bitworm program you > have. I was also wondering what your suggestions for improving the program > to be CLA compatible would be. I'm working on a senior research project for > my high school and I wanted to use the Numenta platform for song > identification. I'm still relatively inexperienced with programming; I > consider Python/Java to be my more comfortable languages and I'm currently > learning C. > The reason I'm interested in the Bitworm program is because when I > was researching about NuPIC, I came across a research paper written by a > graduate of Ohio State University which accomplished this using the simple > network constructed by the Bitworm program, so I wanted to try and > re-create his project but with improvements. > Thanks for all your help! > > - Frank > PS Btw, if you're interested in the research paper in question, here's the > link: https://kb.osu.edu/dspace/**bitstream/handle/1811/32025/?** > sequence=1<https://kb.osu.edu/dspace/bitstream/handle/1811/32025/?sequence=1> > >
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