A good reference that describes non-parametric statistical procedures in MEG/EEG is "Maris E, Oostendveld R, Nonparametric statistical testing of EEG- and MEG-data, J Neurosci Methods (2007), 164(1):177-90."
There are many non-parametric statistical procedures so you need to provide more details about your analysis pipeline.
Best,
Dimitrios