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Hi,

I used the multimedia stimulus of one minute to elicit emotions in human
participants and recorded their brain responses. While watching the
stimulus, I asked participants to click whenever they are feeling any
emotion. Please note the word whenever which means in the stimulus of one
minute there could be different instances where person can feel say happy
(for happy stimulus). The intention behind this to explore the transition
period up to the moment when participant felt any emotion. However, as you
may already guess that the clicking and feeling of emotion cannot happen at
the same time. The click was introduced only to achieve some temporal
locality but not as precise as even to one second. Moreover, it is hard to
know exactly when the subject before the click felt the emotion (ie. was it
one second before or two-second before or three-second before the click).
In an attempt to answer this question, I came across temporal
representational similarity analysis (tRSA). Many of the research articles
concerning temporal representational similarity analysis are comparing
representations of the model with the neural recordings. I didn't come
across an article which does tRSA (with temporal window) across subjects to
find out the similarity in stimulus representation that can help decide
individual time point across subjects with high representational
correlation.

Please feel free to criticize and ask if the question is not clear.
Please advise some solutions.

Thanks

Best,
Sudhakar Mishra
Research Scholar
IIIT-Allahabad
Website <https://modelingemotion.wixsite.com/emotion>


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