How do you convert apps purchased from an ipod touch 4 gen to a laptop?

I forgot the password to my ipod touch, so I have to restore it. And all the music transfered but not the apps. What i did was i went to ashleighs ipod (my ipod) and in the bottom right hand corner i pressed sync. So i am confused.
Thanks for the help in advance.

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