you need to use auto: true
to make it autoplay, like:
...
$('#slides').slidesjs({
width: 940,
height: 528,
play: {
active: true,
auto: true,
interval: 4000,
swap: true,
pauseOnHover: true,
restartDelay: 2500
}
});
See here:: Example Autoplay