Thomas was right about the answer though.
This is from TOTO's official website: Jeff suggests the name "TOTO" after having watched The Wizard of Oz on TV, not to name the band after the dog, but as a name that's easy to pronounce and remember. Coincidentally, "toto" in Latin means "all encompassing", so it is an accurate name for a band who wants to do all kinds of musical styles.