To modify this on desktop, do the following:
Turn off Google+ birthdays
Open Google Calendar.
In the top right, click the settings gear
Click Calendars at the top.
Click Birthdays, and find the Show birthdays from section.
Choose Contacts only to see birthdays from Google Contacts but not Google+.