The bad news: delta(t) isn't a function, and [itex]\int_{-\infty}^{+\infty} \quad \, dx[/itex] isn't the integration operation you learned about in your elementary calculus class.
The good news: they're close enough for many purposes.
One of the methods to work with these "distributions" is to name them by means of a limit. (But this limit isn't calculated in the set of functions, so don't try to apply what you know of limits of functions) delta(t) can be named as the "limit" of the sequence of functions you mentioned.
Once you've named a distribution (names aren't unique), [itex]f(x) = \lim_{n \rightarrow +\infty} f_n(x)[/itex] it's "integral" [itex]\int_{-\infty}^{+\infty} f(x) \, dx[/itex] is defined to be:
[tex]\lim_{n \rightarrow +\infty} \int_{-\infty}^{+\infty}f_n(x) \, dx[/tex]
This last expression has finally been written in terms of ordinary limits and ordinary integration of ordinary functions, and so it can be computed by ordinary means.
(For the record I haven't given all details about what's going on)