Brain atrophy is a syndrome of brain tissue shrinking due to the loss of brain cells or the destruction of nerve connections. The disease can occur while still in the womb or after birth due to many different causes. Brain atrophy in infants will directly affect the health, thinking ability and activities of the child, even leaving dangerous complications.