[projects] update of stimulus reconstruction assignment
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%%%%%%%%%%%%%% Questions %%%%%%%%%%%%%%%%%%%%%%%%%
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\section*{Reverse reconstruction of the stimulus evoking neuronal responses.}
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During the course we have used the Spike-Triggered-Average to
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reconstruct the stimulus
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reconstruct the stimulus a neuron has been stimulated with.
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\begin{questions}
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\question .
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\question In the accompanying files you find the spike responses of
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P-units and pyramidal neurons of the weakly electric fish
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\textit{Apteronotus leptorhynchus}. The respective stimuli are
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stored in separate files. Start with the P-unit and, in the end,
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apply the same functions to the pyramidal data.
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\begin{parts}
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\part Estimate the STA and plot it for each of the cells.
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\part Estimate the STA and plot it.
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\part Implement a function that estimates the reconstruction
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error using the mean-square-error and express it relative to the
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variance of the original stimulus.
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@ -50,8 +54,7 @@ reconstruct the stimulus
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error.
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\part Plot the reconstruction error as a function of the data
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amount used to estimate the STA.
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\part Apply the STA estimated for one neuron to reconstruct
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the stimulus another neuron has seen.
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\part Do the same for the pyramidal neuron, what do you observe?
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\end{parts}
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\end{questions}
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