This is the opening page in how to take an fMRI dataset from the scanner into SPM results.
I will try to assume as little as possible, however...
You must have a good general knowledge of UNIX, fMRI, Experimental Design, stats... (this page should expand over time...)
Step by Step
1 get your data to autarch and ready to process. How2
2 pre processing using Roger Woods' AIR tools. How2