Can I connect an applications processor running Linux to a Talaria TWO wireless platform?

Yes. The hardware connection between the two processors is currently supported by either SPI or UART interfaces.  The Talaria TWO SDK has built in support for a Linux to Talaria TWO sockets software interface.