Stress is one of the most common reasons behind pre mature ejeculation. Usually anti epileptic drugs doesn't cause this problem. This problem can easily be solved by counseling and few techniques and if required very less medication.
Next Steps
Consult a psychiatrist nearby or online so that detail evaluation is done and accordingly treatment can be finalized.
Health Tips
Ask him to start practicing meditation and exercises which will help in reducing stress