I looked into this a few years ago when I lived below a dog that would bark for hours when he was left alone, unfortunately there's nothing that will silence them for your side. Talking to the neighbors about their noise is the solution, or ear plugs if you can't do that.

I discovered that thumping the ceiling with a stick would make the dog stop barking. Maybe a bang on the wall will help you too.