ENGINEERING A SEQUENCE MACHINE THROUGH SPIKING NEURONS EMPLOYING RANK-ORDER CODES A thesis submitted to the University of Manchester for the degree of Doctor of Philosophy in the Faculty of Engineering and Physical Sciences 2007 By Joy Bose School of Computer Science