Increase File Upload Size (> 1MB)

I'm trying to increase the upload size for media files in WP. I have added this to the wp-config.php file:

define( 'WP_MEMORY_LIMIT', '256M' );

but doesn't seem to do anything. Is this possible or do i have to FTP or SSH the file?

Thanks in advance.