Rice is a great school, but what about its neuroscience major? I’m also interested in psychology and philosophy. I can’t find much rankings online. If you don’t believe in rankings, what are your thoughts on that major?
Have you looked into Cognitive Science? Rice offers it with an emphasis in Neuroscience.
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The neuroscience major is pretty new. They only had a minor when my daughter started in CogSci in '13, and she was part of the Neuroscience Society that pushed for the major. I can’t remember what year it became available, but not in time for her class. (Although of course there has always been plenty of neuroscience coursework and research available there - just not structured as its own major.) So it may just not have a long enough history to be “ranked” anywhere.