You should use docker start, which allows you to start a stopped container. If you didn't name your container, you'll need to get it's name/id using docker ps.
For example,
$docker ps
CONTAINER ID IMAGE COMMAND
4c01db0b339c alpine bash
$docker start -i -a 4c01db0b339c