The 5 volumes of the History of Neuroscience in Autobiography, edited by Larry Squire, has been published in full online by the Society for Neuroscience. The volumes are available as separate pdf files or you can select a specific autobiography from one of the volumes (also in pdf) – a total of 76 autobiographies are available.

(Thanks to the Society for the History of Psychology listserv for pointing this out.)