Hospital deputy superintendent Dr Tapas Kumar Ghosh said six infants died between midnight last night till 6 AM today, while eight others died earlier.
Some of the deceased were born in the hospital while the rest were referral cases, he said, adding, all of them were in critical condition.
The deceased belonged to the age group of 0-1 year.
Stating that there was staff shortage because of the festive season, the deputy superintendent said two nurses had been looking after 360 infants.
Two more nurses were arranged later, he said.
Beds were increased in the recent years but the number of employees were not increased, Ghosh said.