mobeets / nullSpaceControl

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SSS: view geometrically #330

Closed mobeets closed 7 years ago

mobeets commented 7 years ago

visualize all quantities in ratio, along with ellipses during int. and pert. for each theta.

and view the two marginals as well: joint in dotted line, compared to theta-conditional for each hypothesis.

mobeets commented 7 years ago

The following is the cov(Yh*SSS) for each Yh compared to cov(Y*SSS) of observed activity during the perturbation, grouped by row space angles from intuitive session. Each row is a different session, each column a different θ.

screen shot 2016-10-11 at 6 02 49 pm screen shot 2016-10-11 at 6 02 06 pm screen shot 2016-10-11 at 6 02 38 pm screen shot 2016-10-11 at 6 02 28 pm screen shot 2016-10-11 at 6 02 16 pm

mobeets commented 7 years ago

covErrors arranged just as above, where errors have same scale, and anything > 5 is yellow

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mobeets commented 7 years ago

finally, taking the average across directions, and then the average across session, for each hyp. errorbars are inner 50th percentile across sessions.

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mobeets commented 7 years ago

finally, here is the comparison between the observed cov in SSS when activity was relevant (during intuitive, in gray) and when it was irrelevant (during perturbation, in black):

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mobeets commented 7 years ago

now log of the trace ratio for irrelevant/relevant: < 0 (more red) means it shrank when it became irrelevant, > 0 (more blue) means it expanded.

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and the mean of these values per session:

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mobeets commented 7 years ago

whereas cloud usually predicts that activity will expand:

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how could this be? cloud just resamples intuitive activity, so if it ends up sampling extreme values of the cloud more often, this might result in a stretching of variance?

mobeets commented 7 years ago

screen shot 2016-10-19 at 9 45 04 am

mobeets commented 7 years ago

screen shot 2016-10-19 at 10 10 42 am

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mobeets commented 7 years ago

screen shot 2016-10-19 at 10 28 15 am