* Freeman Dyson, *Disturbing the Universe*

* For 19th century, I've been wanting to read *Science and Hypothesis* by Henri Poincaré.  Not exactly autobiography but he apparently discusses mathematical creativity in it, via analyzing his own thought processes.

* Gian-Carlo Rota (1996) *Indiscrete Thoughts* is probably interesting.  I haven't read it yet either.