This is actually a common occurrence labeled as the Mandela Effect. Many people swear they remember certain events from their past happening differently. A popular example and the event that gave this effect it's name is that some people remember Nelson Mandela actually dying while imprisoned instead of passing away in 2013.

Another popular example is the Berenstain Bears. A lot of people swear that they read the Berenstein Bears instead.

The list goes on...