Autism Speaks provides the links below as a resource to researchers searching for funding. This is not an exhaustive list but may give some leads!
Autism Science Foundation – What We Fund
Escher Fund for Autism- Grant Opportunities
National Institute of Mental Health (NIMH) – Funding page
Brain and Behavior Research Foundation – Grants page
Trialect - an online listing of grant opportunities in healthcare related fields including fellowships.