Officials said warrants were issued on February 24 for all three individuals following the investigation.
The suspects agreed to turn themselves in on March 3 at the Alvis S. Glenn Detention Center.
The infants remained under medical supervision but did not suffer life-threatening injuries.
The investigation is ongoing.
