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So you are concatenating these datasets for use in 3dDeconvolve,
and running out of either memory or disk space. Which command
is giving the error?
It might be nice if you actually showed your command, along with
the resulting error. That would reduce some of the guesswork for
us. Also, what is the size of the input dataset (using "ls -l")?