hi, May be it was due to those antipsychotic drugs that he was taking. Drugs have a lot of side effects. It will be better to ask that doctor to explain why he got it and what it is.
I gues its better to ask that doc only as to what this neuroleptic malignant syndrome is an dthe cause responsible for your brother. They know better than anyone.