JavaScript - short way of declaring an associative array

Is there a short way of declaring an associative array like in PHP?

$myArray = array('a' => 'b'); // PHP Way

In JavaScript I'd do it this way:

var myArray = [];
myArray['a'] = 'b';

I'm not looking for JavaScript objects.