Jumping on the 2D band wagon. It would be nice to see how permanences evolve over time for 2D inputs in visual applications.
On Wed, Jun 18, 2014 at 1:03 AM, Ruaridh O'Donnell <[email protected]> wrote: > Hello Yuwei, > > Thanks for the input. > > I agree that visualising 2D sdrs is hard. Be able to see 2D SDRs is > something I'd like to do. I have some ideas but it'll take a bit more work. > > The sequence memory (or temporal memory as i think it's called now) is > definitely something I'd like to see visualised. Its really hard to see > what's gong on and it's one of the most important bits. > Part of the challenge is that there's so much data. I think it'll be a > matter of choosing carefully what to cut out. And then having different > visualisations to show different parts of the data. > > Ruaridh > > Hi Ruaridh, > > The visualization will be extremely helpful to understand what's going on. > The SDR viewer is very intuitive. Are you planning also to add topology? It > can be challenging to visualize the evolution of 2D SDR over time. > > In addition to the spatial pooler output. It will also be useful to figure > out how to visualize the synaptic connectivity pattern between cells in the > temporal pooler during sequence learning. This can be challenging if you > have multiple cells per column. > > Also, matplotlib seems to be a good library for scientific visualizations. > > Yuwei > > > On Tue, Jun 17, 2014 at 2:23 PM, Ruaridh O'Donnell > <[email protected]> wrote: >> >> Hello everyone, >> I'm one of the students in this year's summer of nupic. I'm creating >> something that will hopefully be useful for the community so I thought I'd >> get some input on it from everyone. >> >> I'm creating a library of plots and visualisations for use with nupic. The >> idea is to write a collection of functions that you can call on a model to >> easily see whats going on inside it. Each will output some kind of plot >> describing the state of the model over time. As a very basic example, a >> simple line plot of SDR sparsity. >> I'd like these plots to be useful to the community so I'm asking if anyone >> has ideas for visualisation they think would be useful. >> >> I made a mock up of a simple SDR viewer which you can see here. It might >> give a better idea of the kinds of things I'm thinking about. >> >> http://nbviewer.ipython.org/github/rhuairahrighairidh/SoN/blob/master/Basic%20SDR%20Plot.ipynb >> >> Anything else visualisation related let me know as well. I'd like to hear >> about people's ideas / experience in this area. >> >> Ruaridh >> >> >> >> _______________________________________________ >> nupic mailing list >> [email protected] >> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org >> > > > > -- > -- > Yuwei Cui > > Neuroscience and Cognitive Science (NACS) > 1207 Bioscience Research Building > University of Maryland, College Park, MD, 20742 > > Tel: +01-(301)-405-1588 > Email: [email protected] > Homepage: http://terpconnect.umd.edu/~ywcui/ > > _______________________________________________ > nupic mailing list > [email protected] > http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org > > > _______________________________________________ > nupic mailing list > [email protected] > http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org > -- Jim Bridgewater, PhD Arizona State University 480-227-9592 _______________________________________________ nupic mailing list [email protected] http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org
