Hi Arun.
Note for multiple invoices is possible after (maybe)EhP5 and it shows only text 'Note for Several Invoices' because selected invoices is still shown in a same screen.
After creating, you can see related invoices by clicking icon 'Invoices' in a tab 'Notes'.