Source : Webster's Revised Unabridged Dictionary (1913)

Misremember \Mis`re*mem"ber\, v. t. & i.
   To mistake in remembering; not to remember correctly. --Sir
   T. More.

Source : WordNet®

misremember
     v : remember incorrectly; "I misremembered the date"