Soudproofing Ceiling

Try using a 24" fan next to your bed so you can hear the white noise of the fan. That has worked for me blocking my down stair neighbor's TV sound.

If your upstairs neighbor is running their TV sound through their stereo system, this may be an issue of sound transmission: the solution may be as simple as putting a bit of carpet padding underneath the speakers so they aren't in direct contact with the floor, or making sure the speakers aren't pushed tightly up against the wall. Does your building hard a requirement that a certain percentage of the floor be carpeted? Are your neighbors in compliance?

I like using a SleepMate white noise machine, which works very well. That said, you should not have to suffer from noise emanations from another apartment. Certainly do find out whether the neighbor is in compliance with house rules involving carpeting (typically buildings require 80% of floor space be covered, not including kitchens and bathrooms). But as Aaron mentions above, it could be that your neighbor has a sound system that backs directly to the floor or wall. If this is the case, sound-proofing your ceiling won't likely help. Perhaps have a friendly chat with your neighbor--some strategic padding behind or below the speakers might work.

This company offers many options. Most of them would involve dropping the ceiling a few inches. I would call them and ask for advice. There is also soundproof drywall which can be installed on top of your existing ceiling.

http://www.acousticalsurfaces.com/

Another example. None of them will prevent the bass sound for which other posters have suggestions.
https://www.lowes.com/pd/QuietRock-Drywall-Panel-Common-1-2-in-x-4-ft-x-8-ft-Actual-0-5-in-x-4-ft-x-8-ft/3069747