The should go into fmap - see section 8.3.5.4 of the spec - http://bids.neuroimaging.io/bids_spec1.1.1.pdf#page=28. Remember to set the IntendedFor field (it’s optional in BIDS, but required by FMRIPREP)
See this answer: Getting data into BIDS format