This is a regular verb. It follows the conjugation pattern of the verb falar.
Present:
A Ana memoriza novas palavras todos os dias.
Ana memorizes new words every day.
Preterite:
O Miguel memorizou o discurso ontem.
Miguel memorized the speech yesterday.
Conditional:
A Clara memorizaria tudo rapidamente.
Clara would memorize everything quickly.