You can use the indexOf method like this:

var index = array.indexOf(item);
array.splice(index, 1);

Note : You'll need to shim it for IE8 and below

var array = [1,2,3,4]
var item = 3

var index = array.indexOf(item);
array.splice(index, 1);

console.log(array)