Yes, you can filter for members in a group with a particular start date. In fact, you can filter by Group Start Date, Date Submitted and/or Date Downloaded. You can find the Date Filters in Advanced Search and Filter.

You can choose to have the date range applied to your filtered search or you can filter just for members active in a defined period. 

Hint: Clicking the down arrow next to the date field will expand a calendar.